个人简介：

黄永志，博士，英才副教授（长聘），特聘研究员，正高级工程师。本科毕业于中国科学技术大学，博士毕业于中国科学院大学，2016-2020年在英国牛津大学从事博士后研究。研究方向主要包括多模态人脑神经信号处理（颅内电生理、脑电图、脑磁图等）、脑机接口、侵入式神经调控技术及脑疾病应用（意识障碍、神经退行性疾病等）研究。近五年先后主持科技部重点研发计划项目课题、国家自然科学基金面上/青年项目等多项国家级科研项目。代表性成果以第一/通讯作者身份发表在eLife、BJA、IEEE JBHI、IEEE TNSRE等领域内权威期刊。担任中国生物医学工程学会医学神经工程分会委员、中国神经科学学会意识与意识障碍分会委员、中国神经科学学会神经调控基础与转化分会委员、中国研究型医院学会神经再生与修复专委会委员、国际标准化组织/国际电工委员会脑机接口分技术委员会（ISO/IEC JTC 1/SC43）工作组专家。

主要研究方向：

神经信号处理、脑机接口、侵入式神经调控技术（脑深部电刺激、脊髓电刺激等）及脑疾病应用研究

（欢迎生物医学工程、数学统计、自动化、计算机、信息技术、神经科学等相关背景的同学加入！）

代表性学术成果：

1.        L Pan, K Wang, Y Huang*, X Sun, J Meng, W Yi, M Xu, TP Jung*, D Ming. Enhancing motor imagery EEG classification with a Riemannian geometry-based spatial filtering (RSF) method. Neural Networks. 2025. doi:10.1016/j.neunet.2025.107511

2.        D Ji, Y Huang (co-first), Z Chen, X Zhou, J Wang, X Xiao, M Xu, D Ming. Enhanced Spatial Division Multiple Access BCI Performance via Incorporating MEG With EEG. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2025, 33:1202-1211

3.        D Li, Y Huang*, R Luo, L Zhao, X Xiao, K Wang, W Yi, M Xu*, D Ming. Enhancing detection of SSVEPs using discriminant compacted network. Journal of Neural Engineering, 2025;22(1):10.1088/1741-2552/adb0f2

4.        B Shan, H Yu, Y Huang*, M Xu*, D Ming. Interpretable Multi-Branch Architecture for Spatiotemporal Neural Networks and Its Application in Seizure Prediction. IEEE Journal of Biomedical and Health Informatics. 2024. doi: 10.1109/JBHI.2024.3481005

5.        Y Huang, B Sun, J Debarros, C Zhang, S Zhan, D Li, CC Zhang, T Wang, P Huang, Y Lai, P Brown, C Cao*, H Tan*. Increased theta/alpha synchrony in the habenula-prefrontal network with negative emotional stimuli in human patients, eLife, 2021, 10: e65444

6.        H Luo, Y Huang (co-first), AL Green, TZ Aziz, X Xiao, S Wang. Neurophysiological characteristics in the periventricular/periaqueductal gray correlate with pain perception, sensation, and affect in neuropathic pain patients. Neuroimage: Clinical, 2021, 32:102876

7.        P Holton, Y Huang (co-first), NFA Bahuri, S Boccard, JA Hyam, DJ Paterson，KL Dorrington, TZ Aziz, SH Moosavi, AL Green*. Differential responses to breath-holding, voluntary deep breathing and hypercapnia in left and right dorsal anterior cingulate, Experimental Physiology, 2021, 106(3): 726-735

8.        Y Huang*, K Hu, AL Green, X Ma, M Gillies, S Wang, JJ Fitzgerald, Y Pan, S Martin, P Huang, S Zhan, D Li, H Tan, TZ Aziz, B Sun*. Dynamic changes in rhythmic and arrhythmic neural signatures in the subthalamic nucleus induced by anaesthesia and tracheal intubation, British Journal of Anaesthesia, 2020, 125(1):67-76

9.        Y Huang, B Cheeran, AL Green, TJ Denison*, TZ Aziz*. Applying a sensing-enabled neurostimulator for ensuring safe anterior cingulate deep brain stimulation for pain, Brain Sciences, 2019, 9(7), 150

10.    Y Huang, D Wu, NFA Bahuri, S Wang, JA Hyam, S Yarrow, JJ FitzGerald, TZ Aziz, AL Green*. Spectral and phase-amplitude coupling signatures in human deep brain oscillations during propofol-induced anaesthesia, British Journal of Anaesthesia, 2018, 121(1): 303-313

11.    Y Huang, AL Green, J Hyam, J Fitzgerald, TZ Aziz, S Wang*. Oscillatory neural representations in the sensory thalamus predict neuropathic pain relief by deep brain stimulation, Neurobiology of Disease, 2018, 109: 117-126

12.    Y Huang, H Luo, AL Green, TZ Aziz, S Wang*. Characteristics of local field potentials correlate with pain relief by deep brain stimulation, Clinical Neurophysiology, 2016, 127(7): 2573-2580

13.    Y Huang, X Geng, L Li, JF Stein, TZ Aziz, AL Green, S Wang*. Measuring complex behaviors of local oscillatory networks in deep brain local field potentials, Journal of Neuroscience Methods, 2016, 264: 25-32

14.    Y Huang, J He, A Green, TZ Aziz, JF Stein, S Wang*. Characteristics of thalamic local field potentials from patients with disorders of consciousness, Proceedings of 37th Annual International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), 2015: 3379-3382

15.    Y Zhou, S Yan, W Dong, C Wu, Z Zhao, R Wang, Y Duo*, Y Huang*, D Xu, C Jiang*. Biosensing strategies for amyloid-like protein aggregates, BMEMat, 2024, 2(1), e12053

16.    Y Yang*, TQ Cao, SH He, LC Wang, QH He, LZ Fan, YZ Huang, HR Zhang, Y Wang, YY Dang, N Wang, XK Chai, D Wang, QH Jiang, XL Li, C Liu*, SY Wang*. Revolutionizing treatment for disorders of consciousness: a multidisciplinary review of advancements in deep brain stimulation. Military Medical Research, 2024, 11(1), 81.

17.    T Parker, A Raghu, Y Huang, MJ Gillies, JJ FitzGerald, T Aziz, AL Green. Paired Acute Invasive/Non-invasive Stimulation (PAINS) study: A phase I/II randomized, sham-controlled crossover trial in chronic neuropathic pain, Brain Stimulation, 2021, 14 (6):1576-1585

18.    S He, A Deli, P Fischer, C Wiest, Y Huang, S Martin, S Khawaldeh, TZ Aziz, AL Green, P Brown, H Tan*. Gait-phase modulates alpha and beta oscillations in the pedunculopontine nucleus, Journal of Neuroscience, 2021, 41(40):8390-8402

19.    T Parker*, Y Huang, ALB Raghu, J FitzGerald, TZ Aziz, AL Green. Supraspinal Effects of Dorsal Root Ganglion Stimulation in Chronic Pain Patients, Neuromodulation, 2021, 24(4):646-654

20.    T Parker*, Y Huang, G Chen, Y Chen, S Wang, A Green, T Aziz, L Li. Pain-induced beta activity in the subthalamic nucleus of Parkinson’s disease, Stereotactic and Functional Neurosurgery, 2020, 98:193-199

科研项目：

1. 2025-2028，国家自然科学基金面上项目，基于脑磁图-颅内电生理联合建模的慢性意识障碍评估与DBS调控关键技术研究，48万元，主持

2. 2023-2026，国家重点研发计划课题，超微一体化无创生机接口器件，450万元，主持

3. 2022-2024，国家级科研项目，500万元，主持

4. 2022-2024，国家自然科学基金青年项目，脑干卒中后慢性意识障碍的丘脑-皮层网络电生理活动模式及其调控研究，30万元，主持

5. 2025-2025，中科院空天信息创新研究院合作项目，40万元，主持

6. 2023-2024，国家纳米科学中心合作项目，高通量柔性神经电极信号分析，18.5万元，主持

7. 2023-2025，中国人民解放军总医院第七医学中心合作项目，意识障碍丘脑场电位研究，9.8万元，主持

8. 2021-2022，上海交通大学附属瑞金医院合作项目，脑深部场电位及脑磁信号分析，5万元，主持

9.2021-2024，天津市应用基础研究（医工结合）面上项目，基于多模态神经影像的脑深部电刺激术治疗帕金森病脑网络研究，10万元，校内主持

10. 2022-2024，英国皇家学会国际交流计划项目，Invasive brain computer interface-based consciousness detection and deep brain stimulation efficacy evaluation in disorders of consciousness，1.2万英镑，中方主持

社会学术兼职

中国生物医学工程学会医学神经工程分会 委员

中国神经科学学会意识与意识障碍分会 委员

中国神经科学学会神经调控基础与转化分会 委员

中国研究型医院学会神经再生与修复专委会 委员

国际标准化组织/国际电工委员会脑机接口分技术委员会（ISO/IEC JTC 1/SC43） 工作组专家