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甄宗雷副教授

电话:

E-mail:zhenzonglei@bnu.edu.cn

研究方向:认知神经科学和计算神经科学。主要研究视觉和决策的神经机制,包括1)基于多种神经信号(fMRI、EEG、MEG)测量技术,使用深度神经网络(DNN)及贝叶斯统计(Bayes)计算模型定量考察视觉和额叶皮层在神经元、体素、脑功能区等不同组织层次上对外部刺激的编码和决策机制。2)使用多模态磁共振神经测量技术(MRI、dMRI、fMRI),探索视觉皮层和额叶皮层的神经解剖、功能特性及发展轨迹,并基于人脑解剖和功能发现,开发类脑计算模型。相关研究结果已发表在Nature Communication,PLoS Biology,The Journal of Neuroscience,NeuroImage,Human Brain Mapping,Frontiers in Computational Neuroscience等领域主流期刊。


个人履历

学习经历

[1]     博士:2004—2007, 中国科学院自动化研究所,计算机应用技术专业

[2]     硕士:2001—2004, 天津大学,机械电子工程专业

[3]   本科:1997—2001, 天津大学,机械电子工程专业


工作经历

[1]    2015 – 至今, 北京师范大学心理学部,副教授,博士生导师

[2]    2016 – 2017,  斯坦福大学心理系,访问学者

[3]    2007 – 2015,  北京师范大学心理学部,讲师,博士生导师


科学研究

科研项目

[1] Principle Investigator, National Key Basic Research Foundation of China, Brain encoding and decoding, The anatomical basis for the functional organization of the ventral temporal cortex, 01/01/2020-12/31/2021.

[2]    Principle Investigator, National Natural Science Foundation of China (General Program 31771251), The anatomical basis for the functional organization of the ventral temporal cortex, 01/01/2018.01-12/31/2021.

[3]    Principle Investigator, National Natural Science Foundation of China (General Program 31470055), The brain functional network for object recognition, 01/01/2015-12/31/2016.


发表论文

[1]    Huang T, Zhen Z*, Liu J*,2021. Semantic relatedness emerges in deep convolutional neural networks designed for object recognition. Frontiers in Computational Neuroscience, 15:625804.

[2]    Chen X, Zhou M, Gong Z, Xu W, Liu X, Huang T, Zhen Z*, Liu J, 2020. DNNBrain: A unifying toolbox for mapping deep neural networks and brains. Frontiers in Computational Neuroscience, 14:580632.

[3]    Liu X, Zhen Z*, and Liu J*, 2020. Hierarchical sparse coding of objects in deep convolutional neural networks. Frontiers in Computational Neuroscience, 14:578158.

[4]    Zhou L, Zhen Z*, Liu J, Zhou K*, 2020. Brain structure and functional connectivity associated with individual differences in the attentional blink. Cerebral Cortex, 30(12):6224-6237.

[5]    Zhu Z, Zhen Z, Wu X*, Li S*, 2020. Estimating functional connectivity by integration of inherent brain function activity pattern priors. IEEE/ACM Transactions on Computational Biology and Bioinformatics, doi: 10.1109/TCBB.2020.2974952.

[6]    Wu C, Zhen Z*, Huang L, Huang T, Liu J*. 2020, COMT-polymorphisms modulated functional profile of the fusiform face area contributes to face-specific recognition ability. Scientific Reports, 10(1):2134.

[7]    Tian X, Wang R, Zhao Y, Zhen Z, Song Y*, Liu J*, 2020. Multi-item discriminability pattern to faces in developmental prosopagnosia reveals distinct mechanisms of face processing. Cerebral Cortex, 30(5):2986-2996.

[8]    Liu X, Zhen Z*, Yang A, Bai H, Liu J*, 2019. A manually denoised audio-visual movie watching fMRI data in studyforrest dataset. Scientific Data, 6:295

[9]    Natu VS, Gomez J, Barnett M, Jeska B, Kirilina E, Jaeger C, Zhen Z, Cox S, Weiner KS, Weiskopf N, Grill-Spector K*, 2019. Apparent thinning of human visual cortex during childhood is associated with myelination. Proceedings of the National Academy of Sciences of the United States of America, 116(41): 20750–20759.

[10]  Gomez J, Zhen Z*, Weiner KS, 2019. Human visual cortex is organized along two genetically opposed hierarchical gradients with unique developmental and evolutionary origins. PLoS Biology, 17(7): e3000362.

[11]  Grotheer M, Zhen Z, Lerma-Usabiaga G, Grill-Spector K*, 2019. Separate lanes for math and reading in the white matter highways of the human brain. Nature Communication, 10(1):3675.

[12]  Huang T, Chen X, Jiang J, Zhen Z*, Liu J*, 2019. A probabilistic atlas of the human motion complex built from large-scale functional localizer data. Human Brain Mapping, 40(12):3475-3487.


† equal contribution, * corresponding author


教学工作

[1]    2009-至今,计算神经科学,研究生课程。

[2]    2009-至今,神经影像大数据,研究生课程。

[3]    2018-至今,Python大数据编程,研究生课程。

[4]    2018-至今,认知神经科学,本科生课程。

[5]    2018-至今,MATLAB 编程技术,本科生课程。

[6]    2021-至今,神经编解码和脑机接口,本科生课程。


社会工作


其他


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