SOURCE LEDGER / 443 RECORDS

Source library

A complete, rights-aware ledger of publications, official records, datasets, standards, and vendor evidence. The full table remains available without JavaScript.

Search sourcesAll entered terms must match. Source type Evidence Year Technology route Sort Open full text Translation

How evidence grades work

Grades describe the strength of evidence for the specific claim, not a score for efficacy or product quality.

A: Authoritative regulatory/standard material or strong human primary evidence.
B: Peer-reviewed methods/review/data evidence or independent validation.
C: Small sample, preprint, procurement context, or limited independent verification.
D: Vendor self-report or evidence that cannot be independently verified; never sufficient alone for a recommendation.

Source migration status

The public source library contains 443 audited canonical sources. 356 legacy aliases are mapped to those records. 655 reviewed aliases remain blocked pending a new canonical record, missing metadata, or conflict resolution, and are not audited sources.

Canonical sources: 443
Mapped aliases: 356
Reviewed blockers: 655
Aliases requiring follow-up: 655
Unreviewed aliases: 0

Pending aliases by topic

Topic counts are based on topic relationships. The same alias may be counted in more than one topic, so the topic total may exceed the pending-alias total.

3D Brain34
Beizhuo55
Nmpa Compliance37
Non Invasive Compliance37
Tms134
Ai Bci Exoskeleton174
Bci Companies221

443records shown

ID	Title and route	Aliases	Topics	Type / year	Evidence	Access
S0001	High-performance brain-to-text communication via handwritingintracortical Utah array	EXO-S025	BCI 最优方案 · AI×BCI 与外骨骼	peer_reviewed_human_study2021	A \| strong evidence	Metadata
S0002	A high-performance speech neuroprosthesisintracortical Utah array	EXO-S020	BCI 最优方案 · AI×BCI 与外骨骼	peer_reviewed_human_study2023	A \| strong evidence	Metadata
S0003	An Accurate and Rapidly Calibrating Speech Neuroprosthesis.intracortical Utah array	EXO-S022	BCI 最优方案 · AI×BCI 与外骨骼	peer_reviewed_human_study2024	A \| strong evidence	Metadata
S0004	Home use of a percutaneous wireless intracortical brain-computer interfaceintracortical Utah array	—	BCI 最优方案	peer_reviewed_human_study2021	A \| strong evidence	Metadata
S0005	Long-term intracortical microelectrode array performance in a human: a 5 year retrospective analysisintracortical Utah array	—	BCI 最优方案 · 北卓可持续建议	peer_reviewed_human_longitudinal2021	A \| strong evidence	Metadata
S0006	Longevity and reliability of chronic unit recordings using the Utah arrayintracortical Utah array	3DB-S046	3D 大脑 · BCI 最优方案 · 北卓可持续建议	peer_reviewed_mixed_longitudinal2021	B \| moderate evidence	Metadata
S0007	A brain-computer interface that evokes tactile sensations improves robotic arm controlbidirectional intracortical BCI	3DB-S044	3D 大脑 · BCI 最优方案	peer_reviewed_human_study2021	A \| strong evidence	Metadata
S0008	Neural stimulation and perceived intensity in human somatosensory cortexintracortical sensory stimulation	—	BCI 最优方案	peer_reviewed_human_study2021	A \| strong evidence	Metadata
S0009	Neuroprosthesis for decoding speech in a paralyzed person with anarthriachronic ECoG	—	BCI 最优方案	peer_reviewed_human_study2021	A \| strong evidence	Metadata
S0010	Generalizable spelling using a speech neuroprosthesischronic ECoG	—	BCI 最优方案	peer_reviewed_human_study2022	A \| strong evidence	Metadata
S0011	A high-performance neuroprosthesis for speech decoding and avatar controlchronic high-density ECoG	EXO-S021	BCI 最优方案 · AI×BCI 与外骨骼	peer_reviewed_human_study2023	A \| strong evidence	Metadata
S0012	Author Correction: A high-performance neuroprosthesis for speech decoding and avatar control.chronic high-density ECoG	—	BCI 最优方案	author_correction2024	A \| strong evidence	Metadata
S0013	An instantaneous voice-synthesis neuroprosthesischronic high-density ECoG	—	BCI 最优方案	peer_reviewed_human_study2025	A \| strong evidence	Metadata
S0014	High-resolution neural recordings improve the accuracy of speech decodingmicro-ECoG	—	BCI 最优方案	peer_reviewed_intraoperative_human_study2023	A \| strong evidence	Metadata
S0015	Initial experience with the Precision Neuroscience Layer 7 cortical interfacemicro-ECoG	—	BCI 最优方案	peer_reviewed_intraoperative_human_study2026	A \| strong evidence	Metadata
S0016	Deep learning with CNNs for motor BCIs based on SEEGSEEG	—	BCI 最优方案	peer_reviewed_human_study2023	A \| strong evidence	Metadata
S0017	BrainGate2 clinical trial registrationintracortical Utah array	—	BCI 最优方案	clinical_trial_registration2009	A \| strong evidence	Metadata
S0018	UCSF BRAVO clinical trial registrationchronic ECoG	—	BCI 最优方案	clinical_trial_registration2018	A \| strong evidence	Metadata
S0019	Speech decoding from sEEG signalsSEEG	—	BCI 最优方案	peer_reviewed_human_study2024	A \| strong evidence	Metadata
S0020	Decoding continuous kinetic information of grasp from SEEGSEEG	—	BCI 最优方案	peer_reviewed_human_study2022	A \| strong evidence	Metadata
S0021	Motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience.endovascular Stentrode	—	BCI 最优方案	peer_reviewed_human_study2021	A \| strong evidence	Metadata
S0022	Assessment of safety of a fully implanted endovascular brain-computer interfaceendovascular Stentrode	—	BCI 最优方案	peer_reviewed_human_study2023	A \| strong evidence	Metadata
S0023	SWITCH endovascular BCI trial registrationendovascular Stentrode	COM-S252	BCI 最优方案 · BCI 公司全景	clinical_trial_registration2019	A \| strong evidence	Metadata
S0024	COMMAND endovascular BCI trial registrationendovascular Stentrode	COM-S251	BCI 最优方案 · BCI 公司全景	clinical_trial_registration2021	A \| strong evidence	Metadata
S0025	Long-term stability of the WIMAGINE epidural ECoG implantepidural ECoG WIMAGINE	—	BCI 最优方案 · 北卓可持续建议	peer_reviewed_human_longitudinal2021	A \| strong evidence	Metadata
S0026	WIMAGINE exoskeleton clinical trial registrationepidural ECoG WIMAGINE	—	BCI 最优方案	clinical_trial_registration2015	A \| strong evidence	Metadata
S0027	Walking naturally after spinal cord injury using a brain-spine interfaceECoG brain-spine interface	3DB-S043	3D 大脑 · BCI 最优方案	peer_reviewed_human_study2023	A \| strong evidence	Metadata
S0028	Lower-limb ARC-BSI trial registrationbrain-spine interface	—	BCI 最优方案	clinical_trial_registration2024	A \| strong evidence	Metadata
S0029	Upper-limb ARC-BSI trial registrationbrain-spine interface	—	BCI 最优方案	clinical_trial_registration2023	A \| strong evidence	Metadata
S0030	Neuralink PRIME trial registrationflexible intracortical threads	COM-S244 · EXO-S050	BCI 最优方案 · AI×BCI 与外骨骼 · BCI 公司全景	clinical_trial_registration2024	A \| strong evidence	Metadata
S0031	Neuralink CAN-PRIME trial registrationflexible intracortical threads	COM-S246	BCI 最优方案 · BCI 公司全景	clinical_trial_registration2024	A \| strong evidence	Metadata
S0032	Neuralink assistive robotic arm trial registrationflexible intracortical threads	COM-S245	BCI 最优方案 · BCI 公司全景	clinical_trial_registration2024	A \| strong evidence	Metadata
S0033	Neuralink GB-PRIME trial registrationflexible intracortical threads	COM-S248	BCI 最优方案 · BCI 公司全景	clinical_trial_registration2025	A \| strong evidence	Metadata
S0034	Neuralink VOICE trial registrationflexible intracortical threads	COM-S247 · EXO-S051	BCI 最优方案 · AI×BCI 与外骨骼 · BCI 公司全景	clinical_trial_registration2025	A \| strong evidence	Metadata
S0035	FDA 510(k) K242618 Layer 7-Tcortical surface electrode	COM-S241 · COM-S283 · EXO-S064	BCI 最优方案 · AI×BCI 与外骨骼 · BCI 公司全景	regulatory_record2025-03-30	A \| strong evidence	Metadata
S0036	Paradromics Connect-One trial registrationintracortical interface	COM-S254	BCI 最优方案 · BCI 公司全景	clinical_trial_registration2026	A \| strong evidence	Metadata
S0037	Implanted BCI devices for paralysis or amputation: FDA final guidance availabilityimplantable BCI	EXO-S375	BCI 最优方案 · 中国监管与标准 · AI×BCI 与外骨骼	regulatory_guidance2021	A \| strong evidence	Metadata
S0038	Regulation EU 2017/745 on medical devicesactive implantable medical devices	—	BCI 最优方案	regulation2017	A \| strong evidence	Metadata
S0039	BrainGate Tablet trial registrationintracortical Utah array	—	BCI 最优方案	clinical_trial_registration2024	A \| strong evidence	Metadata
S0040	Longevity of a brain-computer interface for amyotrophic lateral sclerosisfully implanted ECoG	—	BCI 最优方案	peer_reviewed_human_longitudinal2024	A \| strong evidence	Metadata
S0041	A click-based electrocorticographic brain-computer interface enables long-term high-performance switch scan spellingfully implanted ECoG CortiCom	—	BCI 最优方案	peer_reviewed_human_longitudinal2024	A \| strong evidence	Metadata
S0042	JHU CortiCom trial registrationfully implanted ECoG CortiCom	—	BCI 最优方案	clinical_trial_registration2018	A \| strong evidence	Metadata
S0043	5-year follow-up of a fully implanted brain-computer interface in a spinal cord injury patientfully implanted ECoG	—	BCI 最优方案	peer_reviewed_human_longitudinal2025	A \| strong evidence	Metadata
S0044	Stable decoding from a speech BCI enables control for an individual with ALS without recalibration for 3 monthsfully implanted ECoG CortiCom	—	BCI 最优方案	peer_reviewed_human_study2023	A \| strong evidence	Metadata
S0045	Bidirectional Cortical Neuroprosthetic System trial registrationbidirectional intracortical BCI	—	BCI 最优方案	clinical_trial_registration2017	A \| strong evidence	Metadata
S0046	Cortical Communication System trial registrationfully implanted ECoG	—	BCI 最优方案	clinical_trial_registration2024	A \| strong evidence	Metadata
S0047	A bilingual speech neuroprosthesis driven by cortical articulatory representations shared between languageschronic ECoG	—	BCI 最优方案	peer_reviewed_human_study2024	A \| strong evidence	Metadata
S0048	Real-time brain-computer interface control of walking exoskeleton with bilateral sensory feedbackacute bilateral ECoG	—	BCI 最优方案	peer_reviewed_acute_human_study2026	A \| strong evidence	Metadata
S0049	Dry EEG Electrodesnoninvasive EEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_review2014	B \| moderate evidence	Full textTranslation available
S0050	Systematic comparison between a wireless EEG system with dry electrodes and a wired EEG system with wet electrodesnoninvasive EEG	—	BCI 最优方案	peer_reviewed_comparison2018	B \| moderate evidence	Metadata
S0051	Review of semi-dry electrodes for EEG recordingnoninvasive EEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_review2020	B \| moderate evidence	Metadata
S0052	Impedance and Noise of Passive and Active Dry EEG Electrodes: A Reviewnoninvasive EEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_review2020	B \| moderate evidence	Metadata
S0053	Choosing MUSE: Validation of a low-cost portable EEG system for ERP researchconsumer EEG	—	BCI 最优方案	peer_reviewed_validation2017	B \| moderate evidence	Metadata
S0054	Signal Quality in Dry Electrode EEG and Relation to Contact Impedancenoninvasive EEG	—	BCI 最优方案	peer_reviewed_study2014	B \| moderate evidence	Metadata
S0055	Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the earear EEG	—	BCI 最优方案	peer_reviewed_human_study2015	B \| moderate evidence	Metadata
S0056	The future of wearable EEG: a review of ear-EEG technology and applicationsear EEG	—	BCI 最优方案	peer_reviewed_review2023	B \| moderate evidence	Metadata
S0057	Signal Quality Evaluation of Emerging EEG Deviceswearable EEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_validation2018	B \| moderate evidence	Full textTranslation available
S0058	Wireless EEG: A survey of systems and studieswireless EEG	—	BCI 最优方案	peer_reviewed_review2022	B \| moderate evidence	Metadata
S0059	Wearable EEG and beyondwearable EEG	—	BCI 最优方案	peer_reviewed_review2019	B \| moderate evidence	Metadata
S0060	Comparison of an Open-hardware EEG Amplifier with Medical Grade Device in BCI ApplicationsOpenBCI EEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_comparison2016	B \| moderate evidence	Metadata
S0061	Review on continuous wave fNIRS instrumentation and methodologyfNIRS	—	BCI 最优方案	peer_reviewed_review2014	B \| moderate evidence	Metadata
S0062	Review on the Use of Wearable fNIRS in Naturalistic Environmentswearable fNIRS	—	BCI 最优方案	peer_reviewed_review2018	B \| moderate evidence	Metadata
S0063	Best practices for fNIRS publicationsfNIRS	3DB-S025	3D 大脑 · BCI 最优方案 · 非侵入式 BCI	peer_reviewed_guidance2021	B \| moderate evidence	Metadata
S0064	Wearable Integrated EEG-fNIRS Technologies: A Reviewhybrid EEG-fNIRS	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_review2021	B \| moderate evidence	Full textTranslation available
S0065	Systematic review on hybrid EEG-fNIRS in BCIhybrid EEG-fNIRS	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_systematic_review2021	B \| moderate evidence	Metadata
S0066	The lab streaming layer for synchronized multimodal recordingmultimodal synchronization	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_methods_paper2025	B \| moderate evidence	Metadata
S0067	Lab Streaming Layer project documentationmultimodal synchronization	—	BCI 最优方案	project_documentation2026	C \| limited evidence	Metadata
S0068	Two common issues in synchronized multimodal recordings with EEG: jitter and latencymultimodal synchronization	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_methods_paper2023	B \| moderate evidence	Metadata
S0069	actiCHamp Plus and R-Net official product informationnoninvasive EEG	—	BCI 最优方案 · 非侵入式 BCI	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0070	g.HIamp official product pagenoninvasive EEG	—	BCI 最优方案	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0071	eego mylab official product pagenoninvasive EEG	—	BCI 最优方案	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0072	BioSemi sampling-rate FAQnoninvasive EEG	—	BCI 最优方案	vendor_documentation2026	D \| background/vendor evidence	Metadata
S0073	Mentalab Explore official product contact and explorepy documentationnoninvasive EEG	—	BCI 最优方案	vendor_and_project_documentation2026	D \| background/vendor evidence	Metadata
S0074	OpenBCI Cyton 8-channel biosensing board product pageopen-hardware EEG	COM-S445 · EXO-S266	BCI 最优方案 · 非侵入式 BCI · AI×BCI 与外骨骼 · BCI 公司全景	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0075	OpenBCI Cyton specifications and libraryopen-hardware EEG	3DB-S049	3D 大脑 · BCI 最优方案	vendor_and_project_documentation2026	D \| background/vendor evidence	Metadata
S0076	OpenBCI All-in-One Biosensing R&D Bundle product pageopen-hardware EEG	—	BCI 最优方案 · 非侵入式 BCI	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0077	Emotiv EPOC X product pageconsumer EEG	EXO-S270	BCI 最优方案 · AI×BCI 与外骨骼	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0078	Neurosity Crown product and SDKconsumer EEG	COM-S454	BCI 最优方案 · BCI 公司全景	vendor_and_project_documentation2026	D \| background/vendor evidence	Metadata
S0079	Muse 2 product and developer pagesconsumer EEG	—	BCI 最优方案	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0080	Unicorn Hybrid Black official product pageconsumer and research EEG	EXO-S271	BCI 最优方案 · AI×BCI 与外骨骼	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0081	NeuSen W and Hub official product pageswireless EEG	—	BCI 最优方案	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0082	The architecture of functional brain network modulated by driving under train running noise exposure.wireless EEG	—	BCI 最优方案	peer_reviewed_device_use2024	B \| moderate evidence	Full textTranslation available
S0083	A preliminary study of steady-state visually-evoked potential-based non-invasive brain-computer interface technology as a communication aid for patients with amyotrophic lateral sclerosis.wireless EEG	—	BCI 最优方案	peer_reviewed_device_use2025	B \| moderate evidence	Metadata
S0084	NIRSport2 official product and quote contactfNIRS	—	BCI 最优方案	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0085	Brite official product pagewearable fNIRS	—	BCI 最优方案	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0086	NirSmart-3000A use in an independent studyfNIRS	—	BCI 最优方案	peer_reviewed_device_use2025	B \| moderate evidence	Metadata
S0087	NirSmart-6000A use in an independent studyfNIRS	—	BCI 最优方案	peer_reviewed_device_use2025	B \| moderate evidence	Metadata
S0088	ADS1299 product page and datasheetEEG analog front end	BZ-S401	北卓医疗 · BCI 最优方案 · 北卓非侵入闭环	vendor_datasheet2026	D \| background/vendor evidence	Metadata
S0089	ISO 10993-1:2018 Biological evaluation of medical devicesskin-contact materials	—	BCI 最优方案	international_standard2018	A \| strong evidence	Metadata
S0090	ISO7741 reinforced digital isolator datasheetdigital isolation	—	BCI 最优方案	vendor_datasheet2026	D \| background/vendor evidence	Metadata
S0091	IEC 80601-2-26:2019+AMD1:2024 CSV electroencephalographs particular requirementsmedical EEG	—	BCI 最优方案 · 非侵入式 BCI	international_standard2024-02-14	A \| strong evidence	Metadata
S0092	IEC 60601-1:2005+AMD1:2012+AMD2:2020 CSV medical electrical equipment general requirementsmedical electrical equipment	EXO-S365	BCI 最优方案 · 非侵入式 BCI · AI×BCI 与外骨骼	international_standard2020-08-20	A \| strong evidence	Metadata
S0093	IEC 60601-1-2:2014+AMD1:2020 CSV medical electrical equipment EMC requirementsmedical electrical equipment	EXO-S366	BCI 最优方案 · 非侵入式 BCI · AI×BCI 与外骨骼	international_standard2020-09-01	A \| strong evidence	Metadata
S0094	Neuracle medical EEG product pagemedical EEG	—	BCI 最优方案	vendor_product_page2026	D \| background/vendor evidence	Metadata
S0095	Wireless digital EEG acquisition system award notice MT-24-04031wireless EEG	—	BCI 最优方案 · 非侵入式 BCI	public_procurement_award2024-05-11	C \| limited evidence	Metadata
S0096	CH592 product page and datasheetwireless MCU	—	BCI 最优方案	vendor_datasheet2026	D \| background/vendor evidence	Metadata
S0097	SCUT EEG physiological acquisition and stimulation systems award noticeEEG and stimulation systems	—	BCI 最优方案 · 非侵入式 BCI	public_procurement_award2024-11-13	C \| limited evidence	Metadata
S0098	The largest EEG-based BCI reproducibility study for open science: the MOABB benchmarknoninvasive EEG	EXO-S014 · EXO-S015 · EXO-S016 · EXO-S396	BCI 最优方案 · AI×BCI 与外骨骼	preprint2024	C \| limited evidence	Metadata
S0099	EEG Conformernoninvasive EEG	EXO-S398	BCI 最优方案 · AI×BCI 与外骨骼	peer_reviewed_methods_paper2023	B \| moderate evidence	Metadata
S0100	EEGNetnoninvasive EEG	EXO-S010	BCI 最优方案 · AI×BCI 与外骨骼 · 北卓非侵入闭环	peer_reviewed_methods_paper2018	B \| moderate evidence	Metadata
S0101	Deep and shallow ConvNets for EEG decodingnoninvasive EEG	—	BCI 最优方案	peer_reviewed_methods_and_data_paper2017	B \| moderate evidence	Metadata
S0102	BENDR: Using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG dataEEG	EXO-S005	BCI 最优方案 · AI×BCI 与外骨骼	peer_reviewed_methods_paper2021	B \| moderate evidence	Metadata
S0103	BIOT: Biosignal Transformer for Cross-data Learning in the Wildmultimodal biosignals	CLM-S036	BCI 最优方案 · NMPA 合规实现 · 非侵入合规方案	formal_conference_paper2023	B \| moderate evidence	Metadata
S0104	LaBraMEEG	—	BCI 最优方案	preprint2024	C \| limited evidence	Metadata
S0105	Leakage and the reproducibility crisis in ML-based sciencemachine learning	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_methods_paper2023	B \| moderate evidence	Metadata
S0106	Neuro-GPT: Towards a Foundation Model for EEGEEG	—	BCI 最优方案	formal_conference_paper2024	B \| moderate evidence	Metadata
S0107	EEG dataset and analysis for motor imagery in 52 subjectsnoninvasive EEG	—	BCI 最优方案	peer_reviewed_data_paper2017	B \| moderate evidence	Metadata
S0108	MOABB Dataset SummaryEEG	BZ-S492	北卓医疗 · BCI 最优方案	dynamic_dataset_catalog2026	C \| limited evidence	Metadata
S0109	OpenBMI: a real-time data analysis toolbox for brain-computer interfacesnoninvasive EEG	—	BCI 最优方案	peer_reviewed_data_paper2019	B \| moderate evidence	Metadata
S0110	Optimal spatial filtering of single trial EEG during imagined hand movementnoninvasive EEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_methods_paper2000	B \| moderate evidence	Metadata
S0111	Filter Bank Common Spatial Pattern algorithmnoninvasive EEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_methods_paper2012	B \| moderate evidence	Full textTranslation available
S0112	xDAWN algorithm to enhance evoked potentials: application to brain-computer interface.noninvasive EEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_methods_paper2009	B \| moderate evidence	Metadata
S0113	A review of classification algorithms for EEG-based brain-computer interfaces: a 10 year updatenoninvasive EEG	—	BCI 最优方案	peer_reviewed_review2018	B \| moderate evidence	Metadata
S0114	Riemannian geometry for EEG-based BCI: a primer and reviewnoninvasive EEG	—	BCI 最优方案 · 非侵入式 BCI · 北卓非侵入闭环	peer_reviewed_review2017	B \| moderate evidence	Metadata
S0115	Transfer learning for brain-computer interfaces: Euclidean Alignmentnoninvasive EEG	—	BCI 最优方案	peer_reviewed_methods_paper2019	B \| moderate evidence	Metadata
S0116	Riemannian Procrustes analysis for transfer learning in BCInoninvasive EEG	—	BCI 最优方案	peer_reviewed_methods_paper2019	B \| moderate evidence	Metadata
S0117	Revisiting Euclidean alignment for transfer learning in EEG-based BCIsnoninvasive EEG	—	BCI 最优方案	peer_reviewed_methods_paper2025	B \| moderate evidence	Metadata
S0118	Transfer learning for EEG-based brain-computer interfaces: a reviewnoninvasive EEG	—	BCI 最优方案	peer_reviewed_review2020	B \| moderate evidence	Metadata
S0119	Toward a cure for BCI illiteracy: user-model co-adaptationnoninvasive EEG	—	BCI 最优方案	peer_reviewed_human_methods_study2012	B \| moderate evidence	Metadata
S0120	PREP pipeline: standardized preprocessing for large-scale EEG analysisEEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_methods_paper2015	B \| moderate evidence	Metadata
S0121	Autoreject: automated artifact rejection for MEG and EEGEEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_methods_paper2017	B \| moderate evidence	Metadata
S0122	DISCOVER-EEGclinical EEG	—	BCI 最优方案	peer_reviewed_data_and_methods_paper2023	B \| moderate evidence	Metadata
S0123	Hybrid brain-computer interfaces: reviewhybrid BCI	—	BCI 最优方案	peer_reviewed_review2013	B \| moderate evidence	Metadata
S0124	Hybrid brain-computer interface techniques and applicationshybrid BCI	—	BCI 最优方案	peer_reviewed_review2017	B \| moderate evidence	Metadata
S0125	Brain-computer interfaces for post-stroke motor rehabilitation: a meta-analysis.noninvasive BCI	—	BCI 最优方案 · 北卓非侵入闭环	peer_reviewed_systematic_review2018	B \| moderate evidence	Metadata
S0126	Brain-actuated functional electrical stimulation elicits lasting arm motor recovery after strokenoninvasive BCI-FES	—	BCI 最优方案	peer_reviewed_clinical_trial2018	B \| moderate evidence	Metadata
S0127	Deep Learning in EEG-Based BCIs: Transformer Models Advantages Challenges and Applicationsnoninvasive EEG	—	BCI 最优方案	peer_reviewed_review2024	B \| moderate evidence	Metadata
S0128	Chronic adaptive deep brain stimulation versus conventional stimulationadaptive DBS	3DB-S045	3D 大脑 · BCI 最优方案 · 北卓可持续建议	peer_reviewed_human_feasibility_trial2024	C \| limited evidence	Metadata
S0129	Nine-year prospective efficacy and safety of brain-responsive neurostimulation for focal epilepsyRNS	—	BCI 最优方案	peer_reviewed_prospective_open_label_study2020	B \| moderate evidence	Metadata
S0130	PhysioNet EEG Motor Movement/Imagery Dataset v1.0.0noninvasive EEG	—	BCI 最优方案	official_datasetnot_public	C \| limited evidence	Metadata
S0131	CHB-MIT Scalp EEG Database v1.0.0scalp EEG	—	BCI 最优方案	official_datasetnot_public	C \| limited evidence	Metadata
S0132	Sleep-EDF ExpandedPSG and EEG	—	BCI 最优方案	official_datasetnot_public	C \| limited evidence	Metadata
S0133	ERP COREnoninvasive EEG	—	BCI 最优方案	peer_reviewed_data_paper2021	B \| moderate evidence	Metadata
S0134	A dataset of scalp EEG recordings of Alzheimer disease frontotemporal dementia and healthy subjectsnoninvasive EEG	—	BCI 最优方案	peer_reviewed_data_paper2023	B \| moderate evidence	Metadata
S0135	OpenNeuro ds004504 v1.0.8noninvasive EEG	3DB-S022	3D 大脑 · BCI 最优方案	official_dataset_snapshot2023	C \| limited evidence	Full textTranslation available
S0136	OpenNeuro ds003061 v1.1.1noninvasive EEG	3DB-S023	3D 大脑 · BCI 最优方案	official_dataset_snapshotnot_public	C \| limited evidence	Full textTranslation available
S0137	Temple University Hospital EEG Corpusclinical EEG	—	BCI 最优方案	peer_reviewed_data_paper2016	B \| moderate evidence	Metadata
S0138	BIDS EEG specificationEEG	—	BCI 最优方案	formal_standard_specification2025	A \| strong evidence	Metadata
S0139	BIDS iEEG specificationintracranial EEG	—	BCI 最优方案	formal_standard_specification2025	A \| strong evidence	Metadata
S0140	Semantic reconstruction of continuous language from non-invasive brain recordingsfMRI	EXO-S026	BCI 最优方案 · AI×BCI 与外骨骼	peer_reviewed_human_study2023	B \| moderate evidence	Metadata
S0141	DICE-net classification on ds004504noninvasive EEG	—	BCI 最优方案	peer_reviewed_methods_paper2023	B \| moderate evidence	Metadata
S0142	Chisco: an EEG-based BCI dataset for decoding of imagined speechnoninvasive EEG	—	BCI 最优方案	peer_reviewed_data_paper2024	B \| moderate evidence	Metadata
S0143	Channel reflection: Knowledge-driven data augmentation for EEG-based BCIsnoninvasive EEG	—	BCI 最优方案	peer_reviewed_methods_paper2024	B \| moderate evidence	Metadata
S0144	MNE-Python repository and API documentationEEG MEG NIRS iEEG	3DB-S019 · 3DB-S058 · BZ-S440 · COM-S442 · EXO-S209 · EXO-S246	3D 大脑 · 北卓医疗 · BCI 最优方案 · AI×BCI 与外骨骼 · BCI 公司全景	open_source_project_documentation2026	C \| limited evidence	Metadata
S0145	MOABB repository and API documentationnoninvasive EEG	BZ-S446 · EXO-S211 · EXO-S248	北卓医疗 · BCI 最优方案 · AI×BCI 与外骨骼	open_source_project_documentation2026	C \| limited evidence	Full textTranslation available
S0146	Braindecode repository and documentationEEG	BZ-S444 · COM-S443 · EXO-S013 · EXO-S210 · EXO-S247	北卓医疗 · BCI 最优方案 · AI×BCI 与外骨骼 · BCI 公司全景	open_source_project_documentation2026	C \| limited evidence	Full textTranslation available
S0147	EEGLAB repository and documentationEEG	BZ-S471 · COM-S444 · EXO-S212	北卓医疗 · BCI 最优方案 · AI×BCI 与外骨骼 · BCI 公司全景	open_source_project_documentation2026	C \| limited evidence	Metadata
S0148	FieldTrip repository and documentationEEG MEG iEEG NIRS	3DB-S021 · BZ-S468	3D 大脑 · 北卓医疗 · BCI 最优方案	open_source_project_documentation2026	C \| limited evidence	Full textTranslation available
S0149	BCI2000 official binaries and documentationBCI platform	—	BCI 最优方案	open_source_project_documentation2023	C \| limited evidence	Metadata
S0150	liblsl repository and documentationmultimodal synchronization	BZ-S449 · EXO-S208 · EXO-S243	北卓医疗 · BCI 最优方案 · AI×BCI 与外骨骼	open_source_project_documentation2026	C \| limited evidence	Metadata
S0151	BrainFlow repository and documentationbiosignal hardware abstraction	BZ-S442 · COM-S440 · EXO-S206 · EXO-S241	北卓医疗 · BCI 最优方案 · AI×BCI 与外骨骼 · BCI 公司全景	open_source_project_documentation2026	C \| limited evidence	Metadata
S0152	NeuroTechX EEG-ExPy repositoryconsumer EEG	EXO-S252	BCI 最优方案 · AI×BCI 与外骨骼	open_source_project_documentation2026	C \| limited evidence	Full textTranslation available
S0153	pyRiemann repository and documentationEEG and multivariate signals	BZ-S448 · EXO-S213 · EXO-S253	北卓医疗 · BCI 最优方案 · AI×BCI 与外骨骼	open_source_project_documentation2026	C \| limited evidence	Full textTranslation available
S0154	MNE-BIDS repository and documentationEEG MEG iEEG NIRS	3DB-S020	3D 大脑 · BCI 最优方案	open_source_project_documentation2026	C \| limited evidence	Full textTranslation available
S0155	Autoreject repositoryEEG and MEG	—	BCI 最优方案	open_source_project_documentation2026	C \| limited evidence	Full textTranslation available
S0156	OpenNeuro ds003029 v1.0.5 Epilepsy-iEEG-MulticenterECoG and SEEG	3DB-S024	3D 大脑 · BCI 最优方案	official_dataset_snapshotnot_public	C \| limited evidence	Full textTranslation available
S0157	Understanding mental fatigue and its detection: a comparative analysis of assessments and toolsmultimodal physiology	—	BCI 最优方案	peer_reviewed_review2023	B \| moderate evidence	Full textTranslation available
S0158	Driving drowsiness detection using spectral signatures of EEG-based neurophysiologynoninvasive EEG	—	BCI 最优方案	peer_reviewed_human_study2023	C \| limited evidence	Metadata
S0159	Assessment of mental workload across cognitive tasks using a passive brain-computer interface based on mean negative theta-band amplitudes.noninvasive EEG	—	BCI 最优方案	peer_reviewed_human_study2023	C \| limited evidence	Metadata
S0160	医疗器械监督管理条例（国务院令第739号）medical devices	—	BCI 最优方案	regulation2021-03-18	A \| strong evidence	Metadata
S0161	医疗器械注册与备案管理办法（市场监管总局令第47号）medical devices	—	BCI 最优方案	departmental_regulation2021-08-26	A \| strong evidence	Metadata
S0162	涉及人的生命科学和医学研究伦理审查办法human research	—	BCI 最优方案	official_ethics_rule2023-02-18	A \| strong evidence	Metadata
S0163	科技伦理审查办法（试行）science and technology research	—	BCI 最优方案	official_ethics_rule2023-09-07	A \| strong evidence	Metadata
S0164	脑机接口研究伦理指引发布页及附件brain-computer interface	—	BCI 最优方案 · 非侵入式 BCI · 中国监管与标准	official_ethics_guideline2024-02-06	A \| strong evidence	Metadata
S0165	人工智能科技伦理审查与服务办法（试行）artificial intelligence	—	BCI 最优方案	official_ethics_rule2026-04-02	A \| strong evidence	Metadata
S0166	中华人民共和国人类遗传资源管理条例human genetic resources	—	BCI 最优方案	regulation2019-06-10	A \| strong evidence	Metadata
S0167	人类遗传资源管理条例实施细则human genetic resources	—	BCI 最优方案	departmental_regulation2023-05-26	A \| strong evidence	Metadata
S0168	中华人民共和国个人信息保护法personal information	—	BCI 最优方案	law2021-08-20	A \| strong evidence	Metadata
S0169	中华人民共和国数据安全法data governance	—	BCI 最优方案	law2021-06-10	A \| strong evidence	Metadata
S0170	Medical Device Software Registration Review Guidance (2022 revision)medical software	3DB-S040 · CLM-S050	3D 大脑 · BCI 最优方案 · 中国监管与标准 · NMPA 合规实现 · 非侵入合规方案	regulatory_guidance2022-03-09	A \| strong evidence	Metadata
S0171	Medical Device Cybersecurity Registration Review Guidance (2022 revision)medical device cybersecurity	3DB-S041 · CLM-S051	3D 大脑 · BCI 最优方案 · 中国监管与标准 · NMPA 合规实现 · 非侵入合规方案	regulatory_guidance2022-03-09	A \| strong evidence	Metadata
S0172	工信部公告2025年第11号：成立脑机接口标准化技术委员会 MIIT/TC4brain-computer interface	—	BCI 最优方案 · 中国监管与标准	official_announcement2025-06-12	A \| strong evidence	Metadata
S0173	关于推动脑机接口产业创新发展的实施意见brain-computer interface	EXO-S301	BCI 最优方案 · 中国监管与标准 · AI×BCI 与外骨骼	official_policy2025-07-30	A \| strong evidence	Metadata
S0174	脑电数据格式等5项通信行业标准报批公示brain-computer interface	—	BCI 最优方案	draft_standard_public_notice2026-06-25	A \| strong evidence	Metadata
S0175	Implantable acquisition and stimulation system for movement disorders trialimplantable BCI	EXO-S224	BCI 最优方案 · AI×BCI 与外骨骼	clinical_trial_registration2023-06-27	B \| moderate evidence	Metadata
S0176	NEO wireless implantable BCI trialimplantable wireless BCI	COM-S112 · EXO-S225	BCI 最优方案 · AI×BCI 与外骨骼 · BCI 公司全景	clinical_trial_registration2025-05-25	C \| limited evidence	Metadata
S0177	StairMed wireless brain implant for general peripheral control trialimplantable wireless BCI	—	BCI 最优方案	clinical_trial_registration2025-02-17	B \| moderate evidence	Metadata
S0178	StairMed wireless implantable BMI for spinal cord injury trialimplantable wireless BCI	—	BCI 最优方案	clinical_trial_registration2026-05-22	B \| moderate evidence	Metadata
S0179	StairMed wireless implanted BCI motor-rehabilitation trialimplantable wireless BCI	COM-S129	BCI 最优方案 · BCI 公司全景	clinical_trial_registration2025-04-25	C \| limited evidence	Metadata
S0180	StairMed wireless implantable Mandarin speech neuroprosthesis trialimplantable wireless BCI	COM-S130	BCI 最优方案 · BCI 公司全景	clinical_trial_registration2026-06-15	C \| limited evidence	Metadata
S0181	High-density ECoG Chinese speech-imagery encoding trialhigh-density ECoG	—	BCI 最优方案	clinical_trial_registration2026-03-10	B \| moderate evidence	Metadata
S0182	High-channel implanted BCI for tetraplegia motor function trialhigh-channel implantable BCI	—	BCI 最优方案	clinical_trial_registration2026-03-09	C \| limited evidence	Metadata
S0183	BCI-assisted spinal stimulation and exoskeleton gait trialBCI-SCS-exoskeleton	—	BCI 最优方案	clinical_trial_registration2025-04-23	B \| moderate evidence	Metadata
S0184	Motor imagery and execution BCI for stroke trialnoninvasive BCI	—	BCI 最优方案	clinical_trial_registration2022-12-02	C \| limited evidence	Metadata
S0185	WRS01 second participant life-scenario application disclosureimplantable BCI	—	BCI 最优方案	institutional_disclosure2025-12-16	C \| limited evidence	Metadata
S0186	The brain nebula: minimally invasive BCI by endovascular neural recording and stimulationendovascular neural interface	—	BCI 最优方案	peer_reviewed_review2024	B \| moderate evidence	Metadata
S0187	A flexible neural implant with ultrathin substrateflexible neural implant	—	BCI 最优方案	peer_reviewed_device_study2022	B \| moderate evidence	Metadata
S0188	医疗器械临床评价技术指导原则等5项技术指导原则通告（2021年第73号）medical devices	—	BCI 最优方案 · 中国监管与标准	regulatory_guidance_notice2021-09-28	A \| strong evidence	Metadata
S0189	医疗器械临床试验质量管理规范（2022年第28号公告）medical devices	—	BCI 最优方案 · 中国监管与标准	regulatory_rule2022-03-31	A \| strong evidence	Metadata
S0190	创新医疗器械特别审查程序（2018年第83号公告）medical devices	—	BCI 最优方案 · 中国监管与标准	regulatory_procedure2018-11-05	A \| strong evidence	Metadata
S0191	EEG-based brain-computer interface enables real-time robotic hand control at individual finger levelnon-invasive 128-channel EEG motor imagery	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_human_study2025-06-30	A \| strong evidence	Full textTranslation available
S0192	Leveraging textured flickers: a leap toward practical, visually comfortable, and high-performance dry EEG code-VEP BCInon-invasive 8-dry-electrode code-VEP EEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_human_study2024-12-03	A \| strong evidence	Metadata
S0193	A multi-day and high-quality EEG dataset for motor imagery brain-computer interfacenon-invasive 58-channel EEG motor imagery	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_dataset2025-03-23	B \| moderate evidence	Full textTranslation available
S0194	Rehabilitation with brain-computer interface and upper limb motor function in ischemic stroke: A randomized controlled trialnon-invasive BCI rehabilitation plus conventional rehabilitation	EXO-S437	BCI 最优方案 · 非侵入式 BCI · 中国监管与标准 · AI×BCI 与外骨骼	peer_reviewed_multicenter_rct2024-04-19	A \| strong evidence	Metadata
S0195	Effects of brain-computer interface based training on post-stroke upper-limb rehabilitation: a meta-analysisnon-invasive BCI-based training	—	BCI 最优方案 · 非侵入式 BCI · 中国监管与标准	peer_reviewed_meta_analysis2025-03-03	A \| strong evidence	Full text
S0196	Non-Invasive Brain-Computer Interfaces: State of the Art and Trendsnon-invasive EEG, MEG and fNIRS BCI	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_review2025-01-28	B \| moderate evidence	Full textTranslation available
S0197	Continuous tracking using deep learning-based decoding for noninvasive brain-computer interfacenon-invasive EEG motor imagery with deep-learning decoding	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_human_study2024-04-30	A \| strong evidence	Full textTranslation available
S0198	Evaluation of consumer-grade wireless EEG systems for brain-computer interface applicationsconsumer wireless dry EEG versus research-grade EEG	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_device_comparison2024-08-13	B \| moderate evidence	Metadata
S0199	A Wearable Brain-Computer Interface With Fewer EEG Channels for Online Motor Imagery Detectionnon-invasive 4-channel wireless EEG motor imagery	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_human_study2024-11-18	B \| moderate evidence	Metadata
S0200	Subject-Independent Wearable P300 Brain-Computer Interface Based on Convolutional Neural Network and Metric Learningnon-invasive wearable EEG P300	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_human_dataset_study2024-09-25	B \| moderate evidence	Metadata
S0201	FDA De Novo DEN200046 — Neurolutions Upper Extremity Rehabilitation Systemnon-invasive EEG-driven upper-extremity powered exerciser	EXO-S066 · EXO-S377	BCI 最优方案 · AI×BCI 与外骨骼	regulatory_database_record2021-04-23	A \| strong evidence	Metadata
S0202	National Fully Remote Use of IpsiHand Device in Hemiparetic Strokenon-invasive EEG BCI with robotic hand exoskeleton	—	BCI 最优方案	clinical_trial_registry2023-07-28	B \| moderate evidence	Metadata
S0203	Brain computer interface training with motor imagery and functional electrical stimulation for patients with severe upper limb paresis after stroke: a randomized controlled pilot trialnon-invasive 16-channel EEG motor imagery plus FES	—	BCI 最优方案 · 非侵入式 BCI	peer_reviewed_randomized_pilot_trial2024-01-20	A \| strong evidence	Full textTranslation available
S0204	Information technology—Brain-computer Interfaces—Reference architectureBCI-related national standard	CLM-S006	BCI 最优方案 · 非侵入式 BCI · 中国监管与标准 · NMPA 合规实现 · 非侵入合规方案	national_standard_catalog2026-01-28	A \| strong evidence	Metadata
S0205	Information technology—Brain-computer interfaces—Multi-modal data formatBCI-related national standard	CLM-S007	BCI 最优方案 · 非侵入式 BCI · 中国监管与标准 · NMPA 合规实现 · 非侵入合规方案	national_standard_catalog2026-01-28	A \| strong evidence	Metadata
S0206	Information technology—Brain-computer interfaces—Visual evoked potential data coding and decodingBCI-related national standard	CLM-S008	BCI 最优方案 · 非侵入式 BCI · 中国监管与标准 · NMPA 合规实现 · 非侵入合规方案	national_standard_catalog2026-03-31	A \| strong evidence	Metadata
S0207	MIIT 2026-06-25 notice of five communications industry-standard submissionscommunications industry standards	—	BCI 最优方案 · 非侵入式 BCI · 中国监管与标准	industry_standard_submission_notice2026-06-25	A \| strong evidence	Metadata
S0208	Regulation on the Supervision and Administration of Medical Devicesmedical devices	—	BCI 最优方案 · 中国监管与标准	regulatory_rule2021-03-18	A \| strong evidence	Metadata
S0209	Measures for the Administration of Medical Device Registration and Filingmedical-device registration and filing	—	BCI 最优方案 · 中国监管与标准	regulatory_rule2021-08-26	A \| strong evidence	Metadata
S0210	Standardization Law of the People's Republic of Chinastandardization	—	BCI 最优方案 · 中国监管与标准	law2017-11-04	A \| strong evidence	Metadata
S0211	Personal Information Protection Law of the People's Republic of Chinapersonal information	—	BCI 最优方案 · 非侵入式 BCI · 中国监管与标准	law2021-08-20	A \| strong evidence	Metadata
S0212	Data Security Law of the People's Republic of Chinadata security	—	BCI 最优方案 · 中国监管与标准	law2021-06-10	A \| strong evidence	Metadata
S0213	Cybersecurity Law of the People's Republic of Chinacybersecurity	—	BCI 最优方案 · 中国监管与标准	law2016-11-07	A \| strong evidence	Metadata
S0214	Trial Measures for Artificial Intelligence Science and Technology Ethics Review and Servicesartificial intelligence science and technology ethics	—	BCI 最优方案 · 中国监管与标准	departmental_measure2026-04-02	A \| strong evidence	Metadata
S0215	Regulation (EU) 2017/745 on medical devicesmedical devices	—	BCI 最优方案 · 中国监管与标准	eu_regulation2017-05-05	A \| strong evidence	Metadata
S0216	NMPA Announcement No. 24 of 2026 Issuing Two Medical Device Product Guiding Principles, Including the Guiding Principles for Classification of Brain-Computer Interface Medical Device Productsbrain-computer interface medical devices	BZ-S261 · BZ-S262 · EXO-S240 · EXO-S450	北卓医疗 · BCI 最优方案 · 非侵入式 BCI · 中国监管与标准 · AI×BCI 与外骨骼 · 北卓非侵入闭环 · 北卓可持续建议	official_announcement2026-06-30	A \| strong evidence	Metadata
S0217	Guiding Principles for Classification of Brain-Computer Interface Medical Device Productsbrain-computer interface medical devices	CLM-S001	BCI 最优方案 · 非侵入式 BCI · 中国监管与标准 · NMPA 合规实现 · 非侵入合规方案 · 北卓非侵入闭环 · 北卓可持续建议	regulatory_guidance2026-06-30	A \| strong evidence	Metadata
S0218	Guiding Principles for Generic Naming of Brain-Computer Interface Medical Devicesbrain-computer interface medical devices	CLM-S002	BCI 最优方案 · 中国监管与标准 · NMPA 合规实现 · 非侵入合规方案	regulatory_guidance2026-06-30	A \| strong evidence	Metadata
S0219	Interpretation of the Guiding Principles for Classification of Brain-Computer Interface Medical Device Productsbrain-computer interface medical devices	BZ-S264 · EXO-S452	北卓医疗 · BCI 最优方案 · 非侵入式 BCI · 中国监管与标准 · AI×BCI 与外骨骼 · 北卓非侵入闭环 · 北卓可持续建议	official_interpretation2026-06-30	A \| strong evidence	Metadata
S0220	Medical devices using brain-computer interface technology—Terminologybrain-computer interface medical devices	BZ-S269 · CLM-S015 · EXO-S454 · EXO-S455	北卓医疗 · BCI 最优方案 · 中国监管与标准 · NMPA 合规实现 · 非侵入合规方案 · AI×BCI 与外骨骼	industry_standard_announcement2025-09-17	A \| strong evidence	Metadata
S0221	Medical devices using brain-computer interface technology—Implantable neurostimulators with closed-loop function—Sensing and response performance test methodsbrain-computer interface medical devices	BZ-S270 · CLM-S016 · EXO-S456 · EXO-S457	北卓医疗 · BCI 最优方案 · 中国监管与标准 · NMPA 合规实现 · 非侵入合规方案 · AI×BCI 与外骨骼 · 北卓非侵入闭环 · 北卓可持续建议	industry_standard_announcement2025-10-22	A \| strong evidence	Metadata
S0222	Neuronavigation maximizes accuracy and precision in TMS positioning: Evidence from 11,230 distance, angle, and electric field modeling measurementsneuronavigated TMS	—	BCI 最优方案 · TMS 与深部无创	peer_reviewed_comparison2022-08-27	B \| moderate evidence	Metadata
S0223	Implanted Brain-Computer Interface (BCI) Devices for Patients with Paralysis or Amputation: Non-Clinical Testing and Clinical Considerationsnot_reported	EXO-S312 · EXO-S374	AI×BCI 与外骨骼	regulatory_guidance2021	C \| limited evidence（metadata only）	Metadata
S0224	GitHub repository 935963004/LaBraM (official LaBraM code + checkpoints)not_reported	EXO-S002 · EXO-S250	AI×BCI 与外骨骼	open_source_project_documentation2024	C \| limited evidence（metadata only）	Metadata
S0225	ROS 2 meta-repository and ros2_control (GitHub metadata + rclcpp LICENSE)not_reported	EXO-S217 · EXO-S256	AI×BCI 与外骨骼	open_source_project_documentation2015	C \| limited evidence（metadata only）	Metadata
S0226	Robot learning stack: IsaacLab and TorchRL (GitHub metadata + IsaacLab LICENSE and README)not_reported	EXO-S219 · EXO-S262	AI×BCI 与外骨骼	open_source_project_documentation2022	C \| limited evidence（metadata only）	Metadata
S0227	OpenBCI_GUI - cross platform acquisition app for Cyton/Ganglion (GitHub repo metadata)not_reported	COM-S437 · EXO-S207 · EXO-S242	AI×BCI 与外骨骼 · BCI 公司全景	open_source_project_documentation2016	C \| limited evidence（metadata only）	Metadata
S0228	CBraMod项目仓库not_reported	CLM-S040 · EXO-S004	NMPA 合规实现 · 非侵入合规方案 · AI×BCI 与外骨骼	open_source_project_documentation2024	C \| limited evidence（metadata only）	Metadata
S0229	Integer Holdings guidance context referencing Nuvectra strategic alternatives disclosed Aug 2019not_reported	COM-S479 · COM-S481	BCI 公司全景	regulatory_database_record2019	C \| limited evidence（metadata only）	Metadata
S0230	Nuvectra Continuing to Support Current Patients with the Algovita Implant as Company Voluntarily Files for Chapter 11not_reported	COM-S478 · COM-S480	BCI 公司全景	regulatory_database_record2019	C \| limited evidence（metadata only）	Metadata
S0231	Timeflux - real-time biosignal acquisition and processing framework (GitHub metadata + README)not_reported	COM-S467 · EXO-S214 · EXO-S244	AI×BCI 与外骨骼 · BCI 公司全景	open_source_project_documentation2019	C \| limited evidence（metadata only）	Metadata
S0232	MyoSuite: contact-rich musculoskeletal simulation suitenot_reported	EXO-S128 · EXO-S261	AI×BCI 与外骨骼	open_source_project_documentation2022	C \| limited evidence（metadata only）	Metadata
S0233	Biomechanics and physics simulation stack: OpenSim core, MuJoCo, MyoSuite (GitHub metadata + LICENSE texts)not_reported	EXO-S218 · EXO-S258	AI×BCI 与外骨骼	open_source_project_documentation2014	C \| limited evidence（metadata only）	Metadata
S0234	Clinical effectiveness and safety of powered exoskeleton-assisted walking in patients with spinal cord injury: systematic review with meta-analysisnot_reported	EXO-S411	AI×BCI 与外骨骼	peer_reviewed_study2016	B \| moderate evidence（metadata identity）	Metadata
S0235	Data leakage in deep learning studies of translational EEGnot_reported	EXO-S401	AI×BCI 与外骨骼	peer_reviewed_study2024	B \| moderate evidence（metadata identity）	Metadata
S0236	Decoding motor plans using a closed-loop ultrasonic brain–machine interfacenot_reported	TEC-S090 · TEC-S182	TMS 与深部无创 · 北卓可持续建议	peer_reviewed_study2023	B \| moderate evidence（metadata identity）	Metadata
S0237	Supporting data for "EEG datasets for motor imagery brain computer interface"not_reported	BZ-S490	北卓医疗	peer_reviewed_study2017	B \| moderate evidence（metadata identity）	Metadata
S0238	Hands-free Atalante exoskeleton in post-stroke gait and balance rehabilitation: a safety studynot_reported	EXO-S413	AI×BCI 与外骨骼	peer_reviewed_study2025	B \| moderate evidence（metadata identity）	Metadata
S0239	Supporting data for "EEG Dataset and OpenBMI Toolbox for Three BCI Paradigms: An Investigation into BCI Illiteracy"not_reported	BZ-S489	北卓医疗	peer_reviewed_study2019	B \| moderate evidence（metadata identity）	Metadata
S0240	User-centered design of a personal-use exoskeleton: a clinical investigation on the feasibility and usability of the ABLE Exoskeleton device for individuals with spinal cord injury to perform skills for home and community environmentsnot_reported	EXO-S420	AI×BCI 与外骨骼	peer_reviewed_study2024	B \| moderate evidence（metadata identity）	Metadata
S0241	De-aberration for noninvasive transcranial photoacoustic computed tomography through an adult human skullnot_reported	TEC-S102 · TEC-S194	TMS 与深部无创	peer_reviewed_study2026	B \| moderate evidence（metadata identity）	Metadata
S0242	Controlled ultrasonic interventions through the human skullnot_reported	TEC-S186	TMS 与深部无创	peer_reviewed_study2024	B \| moderate evidence（metadata identity）	Metadata
S0243	Low intensity transcranial electric stimulation: Safety, ethical, legal regulatory and application guidelines (2017–2025: An update) – endorsed by the European Society for Brain Stimulation (ESBS) and by the International Federation for Clinical Neurophysiology (IFCN)not_reported	EXO-S432	AI×BCI 与外骨骼	peer_reviewed_study2026	B \| moderate evidence（metadata identity）	Metadata
S0244	Randomized, crossover clinical trial on the safety, feasibility, and usability of the ABLE exoskeleton: A comparative study with knee-ankle-foot orthosesnot_reported	EXO-S421	AI×BCI 与外骨骼	peer_reviewed_study2025	B \| moderate evidence（metadata identity）	Metadata
S0245	Safety and efficacy of the Atalante exoskeleton in the rehabilitation of French patients with amyotrophic lateral sclerosis: a prospective, monocentric, open, uncontrolled, interventional protocol, EXALSnot_reported	EXO-S390	AI×BCI 与外骨骼	peer_reviewed_study2026	B \| moderate evidence（metadata identity）	Metadata
S0246	Remotely controlled drug release in deep brain regions of non-human primatesnot_reported	TEC-S188	TMS 与深部无创	peer_reviewed_study2024	B \| moderate evidence（metadata identity）	Metadata
S0247	A systematic review of the determinants of implementation of a locomotor training program using a powered exoskeleton for individuals with a spinal cord injurynot_reported	EXO-S427	AI×BCI 与外骨骼	peer_reviewed_study2023	B \| moderate evidence（metadata identity）	Metadata
S0248	Multicentric investigation on the safety, feasibility and usability of the ABLE lower-limb robotic exoskeleton for individuals with spinal cord injury: a framework towards the standardisation of clinical evaluationsnot_reported	EXO-S419	AI×BCI 与外骨骼	peer_reviewed_study2023	B \| moderate evidence（metadata identity）	Metadata
S0249	Safety assessment and feasibility of the TWIICE powered exoskeleton for assisted ambulation in individuals with spinal cord injurynot_reported	EXO-S418	AI×BCI 与外骨骼	peer_reviewed_study2025	B \| moderate evidence（metadata identity）	Metadata
S0250	Non-invasive ultrasonic neuromodulation of the human nucleus accumbens impacts reward sensitivitynot_reported	TEC-S189	TMS 与深部无创	peer_reviewed_study2025	B \| moderate evidence（metadata identity）	Metadata
S0251	Fast aberration correction in 3D transcranial photoacoustic computed tomography via a learning-based image reconstruction methodnot_reported	TEC-S196	TMS 与深部无创	peer_reviewed_study2025	B \| moderate evidence（metadata identity）	Metadata
S0252	Exoskeletal-Assisted Walking in Veterans With Paralysisnot_reported	EXO-S412	AI×BCI 与外骨骼	peer_reviewed_study2024	B \| moderate evidence（metadata identity）	Metadata
S0253	Miniaturized optically generated Bessel beam ultrasound for volumetric transcranial brain stimulationnot_reported	TEC-S197	TMS 与深部无创	peer_reviewed_study2026	B \| moderate evidence（metadata identity）	Metadata
S0254	Transcranial focused ultrasound modulates spiking, LFP, and BOLD activity in the primate thalamusnot_reported	TEC-S191	TMS 与深部无创	peer_reviewed_study2026	B \| moderate evidence（metadata identity）	Metadata
S0255	Effects of brain-computer interface-based rehabilitation on upper limb function, activities of daily living, and adverse events in patients with early stroke: a systematic review and meta-analysisnot_reported	EXO-S438	AI×BCI 与外骨骼	peer_reviewed_study2026	B \| moderate evidence（metadata identity）	Metadata
S0256	Effects of different intensity training with a lower limb exoskeleton robot on walking function in people with subacute stroke: a randomized controlled trialnot_reported	EXO-S422	AI×BCI 与外骨骼	peer_reviewed_study2026	B \| moderate evidence（metadata identity）	Metadata
S0257	Effect of robotic exoskeleton training on lower limb function, activity and participation in stroke patients: a systematic review and meta-analysis of randomized controlled trialsnot_reported	EXO-S115	AI×BCI 与外骨骼	peer_reviewed_study2024	B \| moderate evidence（metadata identity）	Metadata
S0258	Safety and Feasibility of a Novel Exoskeleton for Locomotor Rehabilitation of Subjects With Spinal Cord Injury: A Prospective, Multi-Center, and Cross-Over Clinical Trialnot_reported	EXO-S389	AI×BCI 与外骨骼	peer_reviewed_study2022	B \| moderate evidence（metadata identity）	Metadata
S0259	Ninety‐Seven Percent of Trials Investigating Robotic Interventions in Physiotherapy Contained Abstract Spin: A Meta‐Research Reviewnot_reported	EXO-S388	AI×BCI 与外骨骼	peer_reviewed_study2026	B \| moderate evidence（metadata identity）	Metadata
S0260	Safety and recommendations for TMS use in healthy subjects and patient populations, with updates on training, ethical and regulatory issues: Expert Guidelinesnot_reported	EXO-S428	AI×BCI 与外骨骼	peer_reviewed_study2021	B \| moderate evidence（metadata identity）	Metadata
S0261	Exoskeleton-based training improves walking independence in incomplete spinal cord injury patients: results from a randomized controlled trialnot_reported	EXO-S423	AI×BCI 与外骨骼	peer_reviewed_study2023	B \| moderate evidence（metadata identity）	Metadata
S0262	Text Sequence Stimulation for High-Speed and Comfortable SSVEP-BCInot_reported	EXO-S394	AI×BCI 与外骨骼	peer_reviewed_study2026	B \| moderate evidence（metadata identity）	Metadata
S0263	Temporal dynamics of offline transcranial ultrasound stimulationnot_reported	TEC-S190	TMS 与深部无创	peer_reviewed_study2025	B \| moderate evidence（metadata identity）	Metadata
S0264	Functional ultrasound neuroimaging reveals mesoscopic organization of saccades in the lateral intraparietal areanot_reported	TEC-S092 · TEC-S184	TMS 与深部无创 · 北卓可持续建议	peer_reviewed_study2025	B \| moderate evidence（metadata identity）	Metadata
S0265	Seizure Risk Associated With the Use of Transcranial Magnetic Stimulation for Coma Recovery in Individuals With Disordered Consciousness After Severe Traumatic Brain Injurynot_reported	EXO-S436	AI×BCI 与外骨骼	peer_reviewed_study2024	B \| moderate evidence（metadata identity）	Metadata
S0266	vtk.js 36.5.3not_reported	3DB-S062	3D 大脑	open_source_project_documentation2026-07-24	C \| limited evidence（fixed release and license）	Metadata
S0267	NiiVue 0.69.0not_reported	3DB-S061	3D 大脑	open_source_project_documentation2026-05-20	C \| limited evidence（fixed release and license）	Metadata
S0268	Multimodal single-neuron iEEG and fMRI movie-task dataset papernot_reported	3DB-S030	3D 大脑	peer_reviewed_data_paper2024-02-16	B \| moderate evidence（data descriptor）	Metadata
S0269	VICTRE virtual imaging clinical trialnot_reported	3DB-S042	3D 大脑	peer_reviewed_study2018-11-02	B \| moderate evidence（stable basis: landmark device-specific in-silico trial）	Metadata
S0270	The Virtual Brain Data 3.0.0not_reported	3DB-S060	3D 大脑	open_source_project_documentation2025-02-26	C \| limited evidence（fixed release and asset hash）	Metadata
S0271	Measurements and models of electric fields in the in vivo human brain during transcranial electric stimulationnot_reported	3DB-S028 · TEC-S065	3D 大脑 · TMS 与深部无创	peer_reviewed_study2017-02-07	B \| moderate evidence（stable basis: rare direct human field measurement）	Metadata
S0272	Three.js 0.178.0not_reported	3DB-S063	3D 大脑	open_source_project_documentation2025	C \| limited evidence（fixed package integrity and license）	Metadata
S0273	DANDI 000252 version 0.230408.2207not_reported	3DB-S032	3D 大脑	official_dataset_snapshot2023-04-08	C \| limited evidence（dataset CC BY 4.0）	Metadata
S0274	DANDI 000623 version 0.240227.2023not_reported	3DB-S031	3D 大脑	official_dataset_snapshot2024-02-27	C \| limited evidence（dataset CC BY 4.0）	Metadata
S0275	Transcranial magnetic stimulation consensus and critical position papernot_reported	3DB-S029	3D 大脑	peer_reviewed_guidance2022-08	B \| moderate evidence（consensus）	Metadata
S0276	GB 9706.1—2020《医用电气设备第1部分：基本安全和基本性能的通用要求》标准题录not_reported	EXO-S469	AI×BCI 与外骨骼	peer_reviewed_study2020	A \| strong evidence	Metadata
S0277	国家药监局器审中心关于发布人工智能医疗器械注册审查指导原则的通告(2022年第8号)通告页照录not_reported	CLM-S046	NMPA 合规实现 · 非侵入合规方案	peer_reviewed_study2022	B \| moderate evidence	Metadata
S0278	ITRUSST consensus on biophysical safety for transcranial ultrasound stimulationnot_reported	BZ-S305	北卓医疗	peer_reviewed_study2025	A \| strong evidence	Metadata
S0279	ARC-EX System 510(k) Clearance Letter (K251821)not_reported	COM-S242	BCI 公司全景	peer_reviewed_study2025	A \| strong evidence	Metadata
S0280	Neuronavigation maximizes accuracy and precision in TMS positioning: Evidence from 11230 distance angle and electric field measurementsnot_reported	BZ-S309	北卓医疗	peer_reviewed_study2022	A \| strong evidence	Metadata
S0281	上海市科学技术委员会关于印发《上海市脑机接口未来产业培育行动方案（2025-2030年）》的通知not_reported	EXO-S307	AI×BCI 与外骨骼	peer_reviewed_study2025	A \| strong evidence	Metadata
S0282	EUDAMED 公开 MDR 证书库全量比对（4017 条分页 300/页）not_reported	BZ-S325	北卓医疗	peer_reviewed_study2026	A \| strong evidence	Metadata
S0283	Minimum Detectable Change and Minimal Clinically Important Difference for the Box and Block Test and Fugl-Meyer Assessment Upper Extremity in Chronic Strokenot_reported	BZ-S318	北卓医疗 · 北卓非侵入闭环	peer_reviewed_study2026	A \| strong evidence	Metadata
S0284	Precision Neuroscience Corp. Form D (2024-10-17)not_reported	COM-S260	BCI 公司全景	peer_reviewed_study2024	A \| strong evidence	Metadata
S0285	Changing Mood and Altering Functional Connectivity with tFUSnot_reported	COM-S089	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0286	YY/T 1973—2025《医用下肢外骨骼机器人》标准题录not_reported	EXO-S458	AI×BCI 与外骨骼	peer_reviewed_study2025	A \| strong evidence	Metadata
S0287	Device and Methods for Targeting of Transcranial Ultrasound Neuromodulation by Automated Transcranial Doppler Imagingnot_reported	TEC-S406	TMS 与深部无创	peer_reviewed_study2015	B \| moderate evidence	Metadata
S0288	FDA 器械分类 PHL — Powered Exoskeleton, 21 CFR 890.3480not_reported	EXO-S382	AI×BCI 与外骨骼	peer_reviewed_study2014	A \| strong evidence	Metadata
S0289	GB 9706.226—2021《医用电气设备第2-26部分：脑电图机的基本安全和基本性能专用要求》标准题录not_reported	EXO-S470	AI×BCI 与外骨骼	peer_reviewed_study2021	A \| strong evidence	Metadata
S0290	Innolitics FDA device record mirror – ARC-EX System (DEN240014)not_reported	EXO-S063	AI×BCI 与外骨骼	peer_reviewed_study2024	A \| strong evidence	Metadata
S0291	Decoding Chinese phonemes from intracortical brain signals with hyperbolic-space neural representationsnot_reported	COM-S125	BCI 公司全景	peer_reviewed_study2023	A \| strong evidence	Metadata
S0292	Motor imagery-based brain-computer interface training for post-stroke upper limb dysfunction: systematic review and meta-analysisnot_reported	BZ-S303	北卓医疗	peer_reviewed_study2026	A \| strong evidence	Metadata
S0293	GB 9706 系列国家标准全库枚举（用于核查是否存在对应 IEC 80601-2-78 的 GB 分标准）not_reported	EXO-S479	AI×BCI 与外骨骼	peer_reviewed_study1992-2025	A \| strong evidence	Metadata
S0294	openwater-acousto-optic-hardwarenot_reported	TEC-S206	TMS 与深部无创	peer_reviewed_study2024	C \| limited evidence	Metadata
S0295	General Considerations for Animal Studies Intended to Evaluate Medical Devicesnot_reported	3DB-S047	3D 大脑	peer_reviewed_study2023	A \| strong evidence（official device guidance）	Metadata
S0296	Ultrasound mediated nerve stimulation（超声介导的神经刺激）not_reported	TEC-S417	TMS 与深部无创	peer_reviewed_study2024	B \| moderate evidence	Metadata
S0297	关于发布免于进行临床评价医疗器械目录的通告（2025年第19号）not_reported	BZ-S287	北卓医疗	peer_reviewed_study2025	A \| strong evidence	Metadata
S0298	NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signalsnot_reported	EXO-S007	AI×BCI 与外骨骼	peer_reviewed_study2025	B \| moderate evidence	Metadata
S0299	BCI Competition 2008 Graz Dataset 2a description (desc_2a.pdf)not_reported	EXO-S276	AI×BCI 与外骨骼	peer_reviewed_study2008	A \| strong evidence	Metadata
S0300	Multimode ultrasound focusing for medical applicationsnot_reported	TEC-S416	TMS 与深部无创	peer_reviewed_study2013	B \| moderate evidence	Metadata
S0301	Unified Agenda of Regulatory and Deregulatory Actions — View Rule RIN 0694-AI41 (Brain-Computer Interface export control rulemaking status)not_reported	EXO-S314	AI×BCI 与外骨骼	peer_reviewed_study2025	B \| moderate evidence	Metadata
S0302	GitHub repo: odriverobotics/ODrivenot_reported	EXO-S263	AI×BCI 与外骨骼	peer_reviewed_study2016	D \| background/vendor evidence	Metadata
S0303	DMEPOS Fee Schedule CY2024 Update / HCPCS K1007 Powered Lower Extremity Exoskeleton codingnot_reported	EXO-S119	AI×BCI 与外骨骼	peer_reviewed_study2024	A \| strong evidence	Metadata
S0304	Neuro-GPT: Towards A Foundation Model for EEGnot_reported	EXO-S006	AI×BCI 与外骨骼	peer_reviewed_study2024	B \| moderate evidence	Metadata
S0305	openFDA 510(k) search applicant=Kernel (8 records, unrelated Chinese company)not_reported	COM-S428	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0306	Neuronavigation-guided focused ultrasound (NaviFUS) for transcranial blood-brain barrier opening in recurrent glioblastoma patientsnot_reported	TEC-S213	TMS 与深部无创	peer_reviewed_study2020	A \| strong evidence	Metadata
S0307	openlifu-electrical - Open-LIFU PCB design filesnot_reported	TEC-S203	TMS 与深部无创	peer_reviewed_study2026	C \| limited evidence	Metadata
S0308	GitHub repo: opensim-org/SCONEnot_reported	EXO-S259	AI×BCI 与外骨骼	peer_reviewed_study2016	D \| background/vendor evidence	Metadata
S0309	Systems and methods for optimizing transcranial acoustic therapy（经颅声治疗优化）not_reported	TEC-S418	TMS 与深部无创	peer_reviewed_study2019	B \| moderate evidence	Metadata
S0310	北京经济技术开发区管理委员会印发《关于加快推动脑机接口技术和产业创新发展的若干措施》的通知not_reported	EXO-S306	AI×BCI 与外骨骼	peer_reviewed_study2026	A \| strong evidence	Metadata
S0311	Neuralink Cofounder Says He Quit Because of Safety Concernsnot_reported	COM-S491	BCI 公司全景	peer_reviewed_study2024	B \| moderate evidence	Metadata
S0312	Riemannian manifold dynamic attention fusion network for motor imagery EEG decodingnot_reported	BZ-S323	北卓医疗	peer_reviewed_study2026	A \| strong evidence	Metadata
S0313	Ultrasound modulation of brain activitynot_reported	TEC-S405	TMS 与深部无创	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0314	HGM Advisory analysis – 258 AI algorithms approved by FDA in 2025not_reported	EXO-S069	AI×BCI 与外骨骼	peer_reviewed_study2026	C \| limited evidence	Metadata
S0315	国家医保局印发《神经系统类医疗服务价格项目立项指南（试行）》的通知not_reported	EXO-S303	AI×BCI 与外骨骼	peer_reviewed_study2025	A \| strong evidence	Metadata
S0316	LaBraM: Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCInot_reported	EXO-S001	AI×BCI 与外骨骼	peer_reviewed_study2024	B \| moderate evidence	Metadata
S0317	MNE forward solution tutorial and conductivity defaultsnot_reported	3DB-S057	3D 大脑	peer_reviewed_study2026	C \| limited evidence（software documentation）	Metadata
S0318	Blackrock Neurotech SPV - Allocations Funds LLC Form D (2023-02-23)not_reported	COM-S262	BCI 公司全景	peer_reviewed_study2023	A \| strong evidence	Metadata
S0319	Convergent Research Announces Major New Funding Commitment to Forest Neurotechnot_reported	COM-S066	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0320	FDA 器械分类 QOL — Electroencephalography (EEG)-driven upper extremity powered exerciser, 21 CFR 890.5420not_reported	EXO-S378	AI×BCI 与外骨骼	peer_reviewed_study2021	A \| strong evidence	Metadata
S0321	openFDA MAUDE records filtered by manufacturer_d_name=Second Sight, sorted by datenot_reported	COM-S476	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0322	北京市科学技术委员会中关村科技园区管理委员会北京市经济和信息化局关于印发《加快北京市脑机接口创新发展行动方案（2025-2030年）》的通知not_reported	EXO-S305	AI×BCI 与外骨骼	peer_reviewed_study2025	A \| strong evidence	Metadata
S0323	openFDA 510(k) records – Blackrock Microsystems / Blackrock Neuromednot_reported	EXO-S065	AI×BCI 与外骨骼	peer_reviewed_study2011-2021	A \| strong evidence	Metadata
S0324	GitHub repo: simplefoc/Arduino-FOCnot_reported	EXO-S265	AI×BCI 与外骨骼	peer_reviewed_study2019	D \| background/vendor evidence	Metadata
S0325	Foundation models for EEG decoding: current progress and prospective researchnot_reported	BZ-S322	北卓医疗 · 北卓非侵入闭环	peer_reviewed_study2025	A \| strong evidence	Metadata
S0326	Nuvectra Corporation Monthly Operating Report (Feb 29 2020, filed as 8-K Ex-99.1)not_reported	COM-S482	BCI 公司全景	peer_reviewed_study2020	A \| strong evidence	Metadata
S0327	openFDA 510(k) search applicant=Neurablenot_reported	COM-S417	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0328	Paradromics first human Connexus BCI implant reportnot_reported	COM-S266 · EXO-S073	AI×BCI 与外骨骼 · BCI 公司全景	peer_reviewed_study2026	C \| limited evidence（A）	Metadata
S0329	BIOT: Biosignal Transformer for Cross-data Learning in the Wildnot_reported	EXO-S008	AI×BCI 与外骨骼	peer_reviewed_study2023	B \| moderate evidence	Metadata
S0330	Wearable battery-powered 1.2 T repetitive TMS systemnot_reported	TEC-S473	TMS 与深部无创	peer_reviewed_study2025	A \| strong evidence	Metadata
S0331	Brain-Computer Interface Combined with Functional Electrical Stimulation for Post-Stroke Upper Limb Motor Recovery: A Systematic Review and Meta-Analysisnot_reported	BZ-S304	北卓医疗	peer_reviewed_study2026	A \| strong evidence	Metadata
S0332	GitHub repo: eeyhsong/EEG-Conformernot_reported	EXO-S249	AI×BCI 与外骨骼	peer_reviewed_study2022	D \| background/vendor evidence	Metadata
S0333	中科院深圳先进技术研究院官方成果新闻（2025-03-25 与 2025-07-29）及 NSFC 成果报道not_reported	TEC-S481	TMS 与深部无创	peer_reviewed_study2025	B \| moderate evidence	Metadata
S0334	Abandoned: The human cost of neurotechnology failurenot_reported	COM-S485 · COM-S489 · COM-S490	BCI 公司全景	peer_reviewed_study2023	B \| moderate evidence	Metadata
S0335	SlicerOpenLIFU - 3D Slicer extension for OpenLIFUnot_reported	TEC-S207	TMS 与深部无创	peer_reviewed_study2026	C \| limited evidence	Metadata
S0336	g.tec company address (openFDA record)not_reported	COM-S407 · COM-S408 · COM-S410	BCI 公司全景	peer_reviewed_study2012	A \| strong evidence	Metadata
S0337	上海市医疗保障局上海市卫生健康委员会关于本市试行脑机接口相关医疗服务价格项目的通知not_reported	EXO-S304	AI×BCI 与外骨骼	peer_reviewed_study2025	A \| strong evidence	Metadata
S0338	Nuvectra Corporation Form 8-K (April 17 2020 Monthly Operating Report reference)not_reported	COM-S483	BCI 公司全景	peer_reviewed_study2020	A \| strong evidence	Metadata
S0339	The Science of Consciousness Conferencenot_reported	COM-S087	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0340	PMA P150038 补充件序列（S008/S012/S013/S015/S036/S038/S041 等）not_reported	TEC-S420 · TEC-S421	TMS 与深部无创	peer_reviewed_study2026	A \| strong evidence	Metadata
S0341	人工智能医疗器械注册审查指导原则全文转载(镜像一)not_reported	CLM-S047	NMPA 合规实现 · 非侵入合规方案	peer_reviewed_study2022	C \| limited evidence	Metadata
S0342	openFDA 510(k) record – ARC-EX System 510(k) expansion (home use)not_reported	EXO-S062	AI×BCI 与外骨骼	peer_reviewed_study2025	A \| strong evidence	Metadata
S0343	Brain-computer interfaces in poststroke rehabilitation: a meta-analysis of randomized clinical trialsnot_reported	BZ-S301	北卓医疗	peer_reviewed_study2026	A \| strong evidence	Metadata
S0344	openwater-neuromod-hardware (Open-TFUS Neuromodulation Platform)not_reported	TEC-S204	TMS 与深部无创	peer_reviewed_study2024	C \| limited evidence	Metadata
S0345	ONWARD Medical Q1 2026 company boilerplate (confirms ARC-EX cleared in US AND Europe)not_reported	COM-S493 · COM-S496	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0346	openFDA 510(k) search applicant=Emotivnot_reported	COM-S405	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0347	510(k) 记录：经颅多普勒超声系统（产品代码 IYN），含深圳德力凯 K190228/K213009/K173801not_reported	TEC-S422	TMS 与深部无创	peer_reviewed_study2022	A \| strong evidence	Metadata
S0348	openFDA 510(k) search applicant=InteraXonnot_reported	COM-S423	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0349	Low-intensity focused ultrasound ameliorates depression-like behaviors associated with improving the synaptic plasticity in micenot_reported	BZ-S319	北卓医疗	peer_reviewed_study2023	A \| strong evidence	Metadata
S0350	Coinbase's Ehrsam Hires Neuralink Employees for Brain Startup Nudgenot_reported	COM-S073	BCI 公司全景	peer_reviewed_study2025	B \| moderate evidence	Metadata
S0351	A practical guide to transcranial ultrasonic stimulation from the IFCN-endorsed ITRUSST consortiumnot_reported	BZ-S307	北卓医疗	peer_reviewed_study2025	A \| strong evidence	Metadata
S0352	GitHub repo: labstreaminglayer/App-LabRecordernot_reported	EXO-S245	AI×BCI 与外骨骼	peer_reviewed_study2018	D \| background/vendor evidence	Metadata
S0353	Mary Lou Jepsen Says Openwater Will Disrupt MRIsnot_reported	COM-S097	BCI 公司全景	peer_reviewed_study2018	B \| moderate evidence	Metadata
S0354	ONWARD Medical Receives CE Mark for ARC-EXnot_reported	COM-S265	BCI 公司全景	peer_reviewed_study2025	B \| moderate evidence	Metadata
S0355	ARC-EX System De Novo Decision (DEN240014)not_reported	COM-S243	BCI 公司全景	peer_reviewed_study2024	A \| strong evidence	Metadata
S0356	NMPA 医疗器械数据查询（国产器械）not_reported	BZ-S005	北卓医疗 · 北卓可持续建议	peer_reviewed_study2026	A \| strong evidence	Metadata
S0357	Openwater Patents 仓库 README：68 件申请组合、管辖区与技术领域分布not_reported	TEC-S409	TMS 与深部无创	peer_reviewed_study2026	C \| limited evidence	Metadata
S0358	Precision Neuro breaks new ground in BCI technologynot_reported	COM-S271	BCI 公司全景	peer_reviewed_study2025	C \| limited evidence	Metadata
S0359	Developing Revolutionary Mental Health Treatments with Focused Ultrasound Neuromodulation (Sanmai Emerges from Stealth)not_reported	COM-S088	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0360	Investing in Merge Labsnot_reported	COM-S058	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0361	创新医疗器械审查咨询问答专栏（适用范围三项条件、5 年专利时限、告知与再申请规则）not_reported	TEC-S426	TMS 与深部无创	peer_reviewed_study2021	A \| strong evidence	Metadata
S0362	OpenAI invests in Sam Altman's brain computer interface startup Merge Labsnot_reported	COM-S051	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0363	openFDA PMA database search — Second Sight / Argus (negative result)not_reported	COM-S473	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0364	openFDA 510(k) record – ARC-EX Systemnot_reported	EXO-S061	AI×BCI 与外骨骼	peer_reviewed_study2024	A \| strong evidence	Metadata
S0365	人工智能医疗器械注册审查指导原则全文转载(镜像二,用于历史交叉核对)not_reported	CLM-S048	NMPA 合规实现 · 非侵入合规方案	peer_reviewed_study2022	C \| limited evidence	Metadata
S0366	Subsense Emerges from Stealth with $17M Seed / Expands Financing to $27 Millionnot_reported	COM-S281	BCI 公司全景	peer_reviewed_study2025	B \| moderate evidence	Metadata
S0367	Systems for performing transcranial ultrasound therapeutic and imaging proceduresnot_reported	TEC-S413	TMS 与深部无创	peer_reviewed_study2021	B \| moderate evidence	Metadata
S0368	Nuvectra Corp company filing history (CIK 0001648893)not_reported	COM-S477	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0369	BCI2000官网下载页not_reported	COM-S461	BCI 公司全景	peer_reviewed_study2023	A \| strong evidence	Metadata
S0370	OpenAI-backed firm to use ultrasound to read minds. Does the science stand up?not_reported	COM-S061	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0371	Do electronic or robotic gait-training devices help people walk better after a stroke? (Cochrane Review CD006185)not_reported	EXO-S114	AI×BCI 与外骨骼	peer_reviewed_study2025	A \| strong evidence	Metadata
S0372	Marketing Submission Recommendations for a PCCP for AI-Enabled Device Software Functionsnot_reported	3DB-S034	3D 大脑	peer_reviewed_study2025	A \| strong evidence（official change control）	Metadata
S0373	Butterfly Network Announces 5-Year Co-Development Agreement with Forest Neurotech for Next-generation Brain Computer Interfaces Using Ultrasound-on-Chip Technologynot_reported	COM-S068	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0374	Assessment of Safety of a Fully Implanted Endovascular Brain-Computer Interface for Severe Paralysis in 4 Patientsnot_reported	COM-S272	BCI 公司全景	peer_reviewed_study2023	A \| strong evidence	Metadata
S0375	Devices for modulating cellular activity using ultrasoundnot_reported	TEC-S404	TMS 与深部无创	peer_reviewed_study2014	B \| moderate evidence	Metadata
S0376	Transcranial focused ultrasound modulates the emergence of learned helplessness via midline theta modificationnot_reported	BZ-S310	北卓医疗	peer_reviewed_study2023	A \| strong evidence	Metadata
S0377	Ultrasound neuromodulation treatment of movement disorders, including motor tremornot_reported	TEC-S401	TMS 与深部无创	peer_reviewed_study2012	B \| moderate evidence	Metadata
S0378	Efficacy of Brain-Computer Interface Therapy for Upper Limb Rehabilitation in Chronic Stroke: Systematic Review and Meta-Analysisnot_reported	BZ-S302	北卓医疗	peer_reviewed_study2026	A \| strong evidence	Metadata
S0379	PMA P150038：ExAblate Model 4000 Type 1.0（Exablate Neuro）原始批准not_reported	TEC-S419	TMS 与深部无创	peer_reviewed_study2016	A \| strong evidence	Metadata
S0380	工业和信息化部国家发展改革委教育部国家卫生健康委国务院国资委中国科学院国家药监局关于推动未来产业创新发展的实施意见not_reported	EXO-S302	AI×BCI 与外骨骼	peer_reviewed_study2024	B \| moderate evidence	Metadata
S0381	Patient-specific headphones for diagnosis and treatment of transcranial proceduresnot_reported	TEC-S411	TMS 与深部无创	peer_reviewed_study2021	B \| moderate evidence	Metadata
S0382	Motor drive and fieldbus stack: ODrive, moteus, SOEM, CANopenNode (GitHub metadata + LICENSE and README texts)not_reported	EXO-S220	AI×BCI 与外骨骼	peer_reviewed_study2014	A \| strong evidence	Metadata
S0383	GitHub oymotion organization repositories (API查询)not_reported	COM-S184	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0384	Assessing the Credibility of Computational Modeling and Simulation in Medical Device Submissionsnot_reported	3DB-S033	3D 大脑	peer_reviewed_study2023	A \| strong evidence（official scope / mechanistic models）	Metadata
S0385	Request for Comments Concerning the Imposition of Export Controls on Certain Brain-Computer Interface (BCI) Emerging Technologynot_reported	EXO-S313	AI×BCI 与外骨骼	peer_reviewed_study2021	A \| strong evidence	Metadata
S0386	Billionaire Hoffman Backs Brain Startup Using AI, Ultrasoundnot_reported	COM-S091	BCI 公司全景	peer_reviewed_study2025	B \| moderate evidence	Metadata
S0387	Jay Sanguinetti, PhD — Sanmai Technologiesnot_reported	COM-S086	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0388	免于进行临床评价医疗器械目录（2025年）附件全文 docx（373,226 字节）not_reported	BZ-S286	北卓医疗	peer_reviewed_study2025	A \| strong evidence	Metadata
S0389	Efficacy of brain-computer interface training with motor imagery-contingent feedback in improving upper limb function in strokenot_reported	BZ-S320	北卓医疗 · 北卓非侵入闭环	peer_reviewed_study2025	A \| strong evidence	Metadata
S0390	ONWARD Medical Reports First Quarter 2026 Results (官方新闻稿PDF)not_reported	COM-S264	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0391	openFDA 510(k) records – g.tec medical engineering GmbH (6 clearances)not_reported	EXO-S080	AI×BCI 与外骨骼	peer_reviewed_study2006-2020	A \| strong evidence	Metadata
S0392	openFDA PMA records for Insightec (Exablate / Exablate Neuro)not_reported	TEC-S211	TMS 与深部无创	peer_reviewed_study2026	A \| strong evidence	Metadata
S0393	OpenAI Invests in Sam Altman's New Brain-Tech Startup Merge Labsnot_reported	COM-S052	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0394	General Wellness: Policy for Low Risk Devices（最终指南）not_reported	TEC-S424	TMS 与深部无创	peer_reviewed_study2026	A \| strong evidence	Metadata
S0395	Ultrasound systems and associated devices and methods for modulating brain activity (US11730960B2)not_reported	COM-S106	BCI 公司全景	peer_reviewed_study2023	A \| strong evidence	Metadata
S0396	Announcing Nudge's $100M Series A Fundraisenot_reported	COM-S079	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0397	ITRUSST consensus on standardised reporting for transcranial ultrasound stimulationnot_reported	BZ-S306	北卓医疗	peer_reviewed_study2024	A \| strong evidence	Metadata
S0398	FDA 器械分类 SDO — Transcutaneous electrical spine stimulator to improve skeletal muscle strength and sensation, 21 CFR 890.5851not_reported	EXO-S380	AI×BCI 与外骨骼	peer_reviewed_study2024	A \| strong evidence	Metadata
S0399	GitHub repo: mjbots/moteusnot_reported	EXO-S264	AI×BCI 与外骨骼	peer_reviewed_study2019	D \| background/vendor evidence	Metadata
S0400	Ekso Bionics Holdings renamed ChronoScale Corporation via business combination with Applied Digital Cloudnot_reported	EXO-S120	AI×BCI 与外骨骼	peer_reviewed_study2026	A \| strong evidence	Metadata
S0401	Neuralink Corp. Form D (2023-08-08)not_reported	COM-S258	BCI 公司全景	peer_reviewed_study2023	A \| strong evidence	Metadata
S0402	System and method for measuring and correcting ultrasound phase distortionsnot_reported	TEC-S410	TMS 与深部无创	peer_reviewed_study2024	B \| moderate evidence	Metadata
S0403	Sam Altman's New Brain Venture, Merge Labs, Will Spin Out of a Nonprofitnot_reported	COM-S057	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0404	Blackrock Neurotech's MoveAgain BCI System Receives Breakthrough Device Designation from FDAnot_reported	COM-S270	BCI 公司全景	peer_reviewed_study2021	B \| moderate evidence	Metadata
S0405	GitHub repo: moveit/moveit2not_reported	EXO-S257	AI×BCI 与外骨骼	peer_reviewed_study2019	D \| background/vendor evidence	Metadata
S0406	Reclassifying transcranial pulse stimulation as TNUS: Nonlinear mechanics necessitate departure from the ITRUSST frameworknot_reported	BZ-S308	北卓医疗	peer_reviewed_study2026	A \| strong evidence	Metadata
S0407	OpenBCI_Cyton_Library GitHub仓库not_reported	COM-S438	BCI 公司全景	peer_reviewed_study2025	A \| strong evidence	Metadata
S0408	Openwater Prepares to Build Developer Kitsnot_reported	COM-S099	BCI 公司全景	peer_reviewed_study2017	B \| moderate evidence	Metadata
S0409	Motif Neurotech Inc. Form D (2024-01-24)not_reported	COM-S261	BCI 公司全景	peer_reviewed_study2024	A \| strong evidence	Metadata
S0410	Synchron Inc. Form D (2022-12-20)not_reported	COM-S259	BCI 公司全景	peer_reviewed_study2022	A \| strong evidence	Metadata
S0411	Federal Register 2021-23256: Request for Comments Concerning the Imposition of Export Controls on Certain Brain-Computer Interface (BCI) Emerging Technologynot_reported	EXO-S391	AI×BCI 与外骨骼	peer_reviewed_study2021	A \| strong evidence	Metadata
S0412	Brain-computer interface based on Rice research wins FDA approval for first clinical trial(二手转引)not_reported	COM-S269	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0413	GitHub repo: torcheeg/torcheegnot_reported	EXO-S251	AI×BCI 与外骨骼	peer_reviewed_study2022	D \| background/vendor evidence	Metadata
S0414	YY 9706.278—2023《医用电气设备第2-78部分：康复、评定、代偿或缓解用医用机器人的基本安全和基本性能专用要求》标准题录not_reported	EXO-S460	AI×BCI 与外骨骼	peer_reviewed_study2023	A \| strong evidence	Metadata
S0415	Crypto company Tether invests $200 mln in brain-chip maker Blackrock Neurotechnot_reported	COM-S263	BCI 公司全景	peer_reviewed_study2024	B \| moderate evidence	Metadata
S0416	Decoding movement intention using ultrasound neuroimagingnot_reported	TEC-S407	TMS 与深部无创 · 北卓可持续建议	peer_reviewed_study2025	B \| moderate evidence	Metadata
S0417	Systems and methods for imaging and modulating the nervous system using an ultrasound arraynot_reported	TEC-S408	TMS 与深部无创	peer_reviewed_study2025	B \| moderate evidence	Metadata
S0418	Synchron Unveils Chiral Cognitive AI Brain Foundation Model / Apple native BCI integrationnot_reported	COM-S279	BCI 公司全景	peer_reviewed_study2025	B \| moderate evidence	Metadata
S0419	CBraMod: A Criss-Cross Brain Foundation Model for EEG Decodingnot_reported	EXO-S003	AI×BCI 与外骨骼	peer_reviewed_study2025	B \| moderate evidence	Metadata
S0420	ARC-EX System 510(k) Summary全文(K251821 Indications for Use)not_reported	COM-S284	BCI 公司全景	peer_reviewed_study2025	A \| strong evidence	Metadata
S0421	Fred Ehrsamnot_reported	COM-S072	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0422	Migraine Market Promising Despite Two Device Failuresnot_reported	COM-S487	BCI 公司全景	peer_reviewed_study2020	C \| limited evidence	Metadata
S0423	GitHub repo: google-deepmind/mujoconot_reported	EXO-S260	AI×BCI 与外骨骼	peer_reviewed_study2021	D \| background/vendor evidence	Metadata
S0424	Systems and methods for creating longer necrosed volumes using a phased array focused ultrasound systemnot_reported	TEC-S414	TMS 与深部无创	peer_reviewed_study2003	A \| strong evidence	Metadata
S0425	Cognixion Axon-R purchase page (pricing tiers)not_reported	EXO-S082	AI×BCI 与外骨骼	peer_reviewed_study2026	D \| background/vendor evidence	Metadata
S0426	Reading Minds with Ultrasound: A Less-Invasive Technique to Decode the Brain's Intentionsnot_reported	COM-S060	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0427	About ONWARD Medical (company boilerplate, confirms listing, FDA clearance, HQ)not_reported	COM-S492 · COM-S494 · COM-S495	BCI 公司全景	peer_reviewed_study2025	A \| strong evidence	Metadata
S0428	Neuromodulation of deep-brain targets using focused ultrasoundnot_reported	TEC-S402	TMS 与深部无创	peer_reviewed_study2011	B \| moderate evidence	Metadata
S0429	About BrainSonixnot_reported	COM-S141	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0430	Their Bionic Eyes Are Now Obsolete and Unsupportednot_reported	COM-S471	BCI 公司全景	peer_reviewed_study2022	B \| moderate evidence	Metadata
S0431	Neuralink 'Blindsight' Brain Implant Gets FDA 'Breakthrough Device' Nodnot_reported	COM-S268	BCI 公司全景	peer_reviewed_study2024	B \| moderate evidence	Metadata
S0432	openFDA MAUDE device event record for Argus II (pma_pmn_number field)not_reported	COM-S472	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0433	openlifu-python (openlifu toolbox)not_reported	TEC-S205	TMS 与深部无创	peer_reviewed_study2026	C \| limited evidence	Metadata
S0434	Neuromodulation method via deep-brain stimulationnot_reported	TEC-S403	TMS 与深部无创	peer_reviewed_study2015	B \| moderate evidence	Metadata
S0435	PsychoPy 代码仓not_reported	BZ-S467	北卓医疗	peer_reviewed_study2026	A \| strong evidence	Metadata
S0436	关于发布创新医疗器械特别审查程序的公告（2018年第83号）not_reported	TEC-S425	TMS 与深部无创	peer_reviewed_study2018	B \| moderate evidence	Metadata
S0437	Sumner Norman, CEO and co-foundernot_reported	COM-S059 · COM-S065	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata
S0438	System and method for reducing skull-induced thermal aberrations during transcranial ultrasound therapeutic proceduresnot_reported	TEC-S412	TMS 与深部无创	peer_reviewed_study2022	B \| moderate evidence	Metadata
S0439	Science Corporation's vision-restoring chip wins EU approvalnot_reported	COM-S267	BCI 公司全景	peer_reviewed_study2026	B \| moderate evidence	Metadata
S0440	EMOTIV EEG Headset Price: A Full Breakdownnot_reported	EXO-S078	AI×BCI 与外骨骼	peer_reviewed_study2025	D \| background/vendor evidence	Metadata
S0441	Neuralink Corp. Form D (2025-06-12)not_reported	COM-S257	BCI 公司全景	peer_reviewed_study2025	A \| strong evidence	Metadata
S0442	Ultrasound therapynot_reported	TEC-S415	TMS 与深部无创	peer_reviewed_study2003	B \| moderate evidence	Metadata
S0443	OpenBCI_Ganglion_Library GitHub仓库not_reported	COM-S439	BCI 公司全景	peer_reviewed_study2026	A \| strong evidence	Metadata