基本信息
杨正宜  男  硕导  中国科学院自动化研究所
电子邮件: zhengyi.yang@nlpr.ia.ac.cn
通信地址: 北京市海淀区中关村东路95号自动化研究所
邮政编码: 100190

教育背景

1998-09--2003-12   香港大学   博士
1994-09--1997-07   四川大学   硕士
1990-09--1994-07   四川大学   学士

工作经历

   
工作简历
2014-06~现在, 中国科学院自动化研究所, 副研究员
2012-06~2014-06,昆士兰大学, Research Fellow
2006-02~2012-05,昆士兰大学磁共振中心/昆士兰脑研究所, Research Scientist
2004-06~2006-02,香港中文大学/威尔士亲王医院, 博士后

教授课程

Machine Learning in Neuroscience
神经科学模式识别和预测建模

出版信息

   
发表论文
(1) Proteomic insights into the macaque insular parcellation based on structural connectivity gradients, Cerebral Cortex, 2025, 第 14 作者  通讯作者
(2) Connectome-constrained ligand-receptor interaction analysis for understanding brain network communication, Nature Communications, 2025, 第 9 作者  通讯作者
(3) Neuromodulation robot for precision TMS, Aperture Neuro, 2025, 第 1 作者
(4) Neuron Counting for Macaque Mesoscopic Brain Connectivity Research, IEEE Transactions on Medical Imaging, 2025, 第 9 作者  通讯作者
(5) Accelerated iTBS with a personalised targeting method to treat negative symptoms of schizophrenia: A randomized controlled trial, Brain Stimulation, 2025, 第 11 作者  通讯作者
(6) Macaque Brainnetome Atlas: A multifaceted brain map with parcellation, connection, and histology, Science Bulletin, 2024, 第 31 作者  通讯作者
(7) CHD8 mutations increase gliogenesis to enlarge brain size in the nonhuman primate, CELL DISCOVERY, 2023, 第 19 作者
(8) BAI-Net: Individualized Anatomical Cerebral Cartography Using Graph Neural Network, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 第 5 作者
(9) Uncovering the Genetic Profiles Underlying the Intrinsic Organization of the Human Cerebellum, Molecular Psychiatry, 2022, 第 6 作者
(10) Structural and functional connectivity abnormalities of the default mode network in patients with Alzheimer?s disease and mild cognitive impairment within two independent datasets, METHODS, 2022, 第 7 作者
(11) 跨模态脑图谱数据融合研究进展, Survey on cross-modal fusion based on brain atlas data, 中国图象图形学报, 2022, 第 3 作者
(12) Diffusion tensor imaging of the hippocampus reflects the severity of hippocampal injury induced by global cerebral ischemia/reperfusion injury, Diffusion tensor imaging of the hippocampus reflects the severity of hippocampal injury induced by global cerebral ischemia/reperfusion injury, NEURAL REGENERATION RESEARCH, 2022, 第 3 作者
(13) Multimodal brain imaging fusion for the white-matter fiber architecture in the human brain, Neuroscience Bulletin, 2022, 第 2 作者
(14) Pairwise interactions in gene expression determine a hierarchical transcriptional profile in the human brain, Science Bulletin, 2021, 第 2 作者
(15) Precise Modulation Strategies for Transcranial Magnetic Stimulation:Advances and Future Directions, Precise Modulation Strategies for Transcranial Magnetic Stimulation: Advances and Future Directions, NEUROSCIENCE BULLETIN, 2021, 第 2 作者  通讯作者
(16) An App knock-in rat model for Alzheimer’s disease exhibiting Aβ and tau pathologies, neuronal death and cognitive impairments, CELL RESEARCH, 2021, 第 4 作者
(17) MonkeyCBP: A Toolbox for Connectivity-Based Parcellation of Monkey Brain, FRONTIERS IN NEUROINFORMATICS, 2020, 第 2 作者
(18) Characterizing white matter connectivity in Alzheimer's disease and mild cognitive impairment: An automated fiber quantification analysis with two independent datasets, CORTEX, 2020, 第 7 作者
(19) Prognostic models for prolonged disorders of consciousness: an integrative review, CELLULAR AND MOLECULAR LIFE SCIENCES, 2020, 第 3 作者
(20) Functional maintenance in the multiple demand network characterizes superior fluid intelligence in aging, NEUROBIOLOGY OF AGING, 2020, 第 4 作者
(21) Levodopa Improves Cognitive Function and the Deficits of Structural Synaptic Plasticity in Hippocampus Induced by Global Cerebral Ischemia/Reperfusion Injury in Rats, FRONTIERS IN NEUROSCIENCE, 2020, 第 3 作者
(22) Generalizable, Reproducible, and Neuroscientifically Interpretable Imaging Biomarkers for Alzheimer's Disease, ADVANCED SCIENCE, 2020, 第 12 作者
(23) Temporal embedding and spatiotemporal feature selection boost multi-voxel pattern analysis decoding accuracy, JOURNAL OF NEUROSCIENCE METHODS, 2020, 第 6 作者
(24) Hemangiopericytomas: Spatial Intracranial Location in a Voxel-Based Mapping Study, JOURNAL OF NEUROIMAGING, 2020, 第 8 作者  通讯作者
(25) A dedicated eight-channel receive RF coil array for monkey brain MRI at 9.4 T, NMR IN BIOMEDICINE, 2020, 第 4 作者
(26) CRISPR/Cas9-mediated PINK1 deletion leads to neurodegeneration in rhesus monkeys, CRISPR/Cas9-mediated PINK1 deletion leads to neurodegeneration in rhesus monkeys, 细胞研究:英文版, 2019, 第 10 作者
(27) CRISPR/Cas9-mediated PINK1 deletion leads to neurodegeneration in rhesus monkeys, CELL RESEARCH, 2019, 第 10 作者
(28) Idh mutation-specific radiomic signature in lower-grade gliomas, AGING-US, 2019, 第 6 作者
(29) Automated brain extraction and immersive exploration of its layers in virtual reality for the rhesus macaque mri data sets, COMPUTER ANIMATION AND VIRTUAL WORLDS, 2019, 第 7 作者  通讯作者
(30) Activation‐based association profiles differentiate network roles across cognitive loads, HUMAN BRAIN MAPPING, 2019, 第 4 作者
(31) Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data, EBIOMEDICINE, 2019, 第 9 作者
(32) Both activated and less-activated regions identified by functional MRI reconfigure to support task executions, BRAIN AND BEHAVIOR, 2018, 第 2 作者
(33) A Schizophrenia-Related Genetic-Brain-Cognition Pathway Revealed in a Large Chinese Population, EBIOMEDICINE, 2018, 
(34) Core networks and their reconfiguration patterns across cognitive loads, HUMAN BRAIN MAPPING, 2018, 第 2 作者
(35) Prognostication of chronic disorders of consciousness using brain functional networks and clinical characteristics, ELIFE, 2018, 第 4 作者
(36) Biological Subtypes Bridge Diagnoses and Biomarkers: A Novel Research Track for Mental Disorders, NEUROSCIENCE BULLETIN, 2017, 第 2 作者
(37) Neural decoding of visual stimuli varies with fluctuations in global network efficiency, HUMAN BRAIN MAPPING, 2017, 第 2 作者
(38) ATPP: A Pipeline for Automatic Tractography-Based Brain Parcellation, FRONTIERS IN NEUROINFORMATICS, 2017, 第 6 作者
(39) Towards higher sensitivity and stability of axon diameter estimation with diffusion-weighted MRI, NMR IN BIOMEDICINE, 2016, 第 5 作者
(40) Parametric Probability Distribution Functions for Axon Diameters of Corpus Callosum, FRONTIERS IN NEUROANATOMY, 2016, 第 5 作者
(41) The Human Brainnetome Atlas: A New Brain Atlas Based on Connectional Architecture, CEREBRAL CORTEX, 2016, 第 7 作者

科研活动

   
科研项目
( 1 ) 基于精准闭环调控的神经机理研究平台, 负责人, 中国科学院计划, 2026-01--2026-12
( 2 ) 基于量子隧穿效应的室温无液氦便携式脑磁装置研制, 参与, 国家任务, 2024-01--2028-12
( 3 ) 面向精准神经调控设备的增强现实图谱导航系统开发, 参与, 中国科学院计划, 2023-09--2025-08
( 4 ) 高效非侵入式闭环神经调控系统及机理研究平台, 负责人, 中国科学院计划, 2023-02--2023-12
( 5 ) 脑网络组图谱导航的手术机器人及其临床示范应用, 负责人, 中国科学院计划, 2020-01--2021-06
( 6 ) 人类脑图谱绘制及生物学基础研究, 参与, 中国科学院计划, 2018-01--2020-12
( 7 ) 中枢神经疾病及干细胞治疗的神经环路机制, 参与, 国家任务, 2017-07--2021-12
( 8 ) 绘制狨猴脑网络组图谱, 负责人, 国家任务, 2017-01--2020-12
( 9 ) 多模态人类脑图谱绘制, 参与, 国家任务, 2017-01--2021-12