
姚力, 博士, 教授
英东楼
北京师范大学
认知神经科学与学习国家重点实验室
电话: 86-10-5880
Email: yaoli@bnu.edu.cn
姚力, 北京师范大学“认知神经科学与学习”国家重点实验室主要成员,博士生导师,北京师范大学信息科学学院副院长。兼任全国信息与电子学科研究生教育委员会理事、中国神经网络学会委员等。1983年获北京师范大学理学学士学位、1998年获中国科学院自动化所工学博士学位。
研究兴趣
主要从事脑认知复杂性与脑信息处理的研究工作,在基础研究与应用研究领域开展脑信息的数据分析、数据挖掘和计算模型等方面的研究,运用信息科学的基本理论、方法和技术手段,与认知神经科学相结合,针对EEG、fMRI、DTI等多种脑成像技术方法,开展人脑高级功能信息处理的方法论及其应用的研究。近年来开发了具有自主知识产权的脑信息处理软件平台,并建立了标准脑模板及脑数据库。目前的研究兴趣侧重在脑的功能与结构连接。主持国家自然科学基金项目3项、高等学校骨干教师资助计划、教育部科技研究重点项目、北京市自然科学基金重点项目、世行贷款教改重点项目等多项重要科研项目。近5年来在国内外发表研究论文30多篇。培养博士、硕士研究生20余人。
参与研究
2007-2009, 基于MRI的人脑神经通路计算模型, 国家自然科学基金海外青年学者合作研究基金
2007-2009, 脑-机接口技术中脑电(EEG)信号处理与系统实现, 863课题
2006-2008, 识别脑区连接网络的研究及在老年痴呆病中的应用, 北京市自然科学基金重点项目
2005-2006, 基于体元的形态测量学(VBM)在中国儿童和青少年脑发育研究中的应用, 教育部科学技术研究重点项目
2005-2007, 识别大脑视听神经系统信息传导和处理机制的新方法, 国家自然科学基金项目
2001-2003, 脑动力学的理论和实验研究 , 国家自然科学基金项目
2003-2005, 中国儿童标准脑模型的构建, 国家自然科学基金项目
论文专著
1. Xia Wu, Li Yao*, Zhi-ying Long, Kewei Chen. A Variant of Logistic Transfer Function in Infomax and a Post-processing Procedure for Independent Component Analysis Applied to fMRI data. Magnetic Resonance Imaging 2006, in Press.
2. Xia Wu, ZhiYing Long, Li Yao, KeWei Chen, A new post-processing method of applying independent component analysis to fMRI data, Medical Imaging 2006, Imaging Processing, edited by Joseph M. Reinhardt, Josien P.W.Pluim, Proc. of SPIE Vol. 6144, 61446UY, (2006) • 0277-7786X/06/$15 • doi: 10.1117/12.651564
3. Jia-Cai Zhang, Xiao-Jie Zhao, Yi-Jun Liu, and Li Yao,Mining the Independent Source of ERP Components with ICA Decomposition,J. Wang et al. (Eds.): ISNN 2006, LNCS 3973, pp. 592 – 599, 2006.© Springer-Verlag Berlin Heidelberg 2006
4. XiaoJuan Guo,Li Yao,Zhen Jin,Kewei Chen. Regional gray matter abnormalities in patients with schizophrenia determined with optimized voxel-based morphometry, Medical Imaging 2006: Physiology, Function, and Structure from Medical Images, edited by Armando Manduca, Amir A. Amini, Proc. of SPIE Vol. 6143, 61431Y, (2006) • 1605-7422/06/$15 • doi: 10.1117/12.651558
5. Xiao-Tong Wen, Xiao-Jie Zhao, and Li Yao,Time-Frequency Analysis of EEG Based on Event Related Cognitive Task,J. Wang et al. (Eds.): ISNN 2006, LNCS 3973, pp. 579 – 585, 2006.© Springer-Verlag Berlin Heidelberg 2006
6. Xiao-Tong Wen, Xiao-Jie Zhao*, Li Yao, Xia Wu. Applications of Granger Causality Model to Connectivity Network Based on fMRI Time Series. Lecture Notes Computer Science 4221 (2006): 205-213, Springer-Verlag Berlin Heidelberg
7. Kai Yin, Xiao-Jie Zhao*, Li Yao. Time Variant Causality Model Applied in Brain Connectivity Network Based on Event Related Potential. International Conference on Neural Information Processing 2006.10 (ICONIP2006). Lecture Notes Computer Science 4232 (2006): 97-104, Springer-Verlag Berlin Heidelberg
8. Xia Wu, Li Yao*, Zhi-ying Long, Jie Lu, Kun-cheng Li. Functional Connectivity in the Resting Brain: an Analysis Based on ICA. International Conference on Neural Information Processing 2006.10 (ICONIP2006). Lecture Notes Computer Science 4232 (2006): 175-182, Springer-Verlag Berlin Heidelberg
6. Q.J. Ying, Q. Ye, L. Yao, K.W. Chen, Zh. Jin. Constructing and Assessing Brain Templates from Chinese Pediatric MRI Data Using SPM. Medical Imaging 2005.2, Proceeding of SPIE, U.S.A (EI)
7. X.T. Wen, X.J. Zhao, L. Yao. Synchrony of Basic Neuronal Network Based on Event Related EEG. LNCS 3498 (2005): 725-730, Springer-Verlag Berlin Heidelberg (SCIE)
8. X.J. Zhao, X.T. Wen, L. Yao, T.M. Guo, D.L. Peng. Dynamic Brain Oscillation Activities of the Children’s Stroop Effect. Human Brain Mapping meeting, Toronto, Ontario, Canada, June 12-16, 2005
9. X.J. Zhao, X.T. Wen, L. Yao. Coordinative Activity of Two Hemispheres Studied by Event Related EEG. Human Brain Mapping meeting, Toronto, Ontario, Canada, June 12-16, 2005
10. X.J. Guo, L. Yao, Zh. Jin, K.W. Chen, X.H. Pan. Maturation of brain white matter in school-age children and adolescents detected by optimized voxel-based morphometry. Human Brain Mapping meeting, Toronto, Ontario, Canada, June 12-16, 2005
11. X.J. Guo, L. Yao, Zh. Jin, K.W. Chen, X.H. Pan. A magnetic resonance imaging study in patients with schizophrenia using optimized voxel-based morphometry. Human Brain Mapping meeting, Toronto, Ontario, Canada, June 12-16, 2005
12. J.C. Zhang, L. Yao, X.J. Zhao. Comparative Study of ICA results under different conditional ERP datasets. Proceedings of International Conference on Neural Networks and Brain, Beijing (ICNN&B’05):1585-1589, October 13-15, 2005
13. L. Yao. Information Mining in Brain Data. Proceedings of International Conference on Neural Networks and Brain, Beijing (ICNN&B’05):1274-1278, October 13-15, 2005(invited paper)
14. Zh.Y. Long, L. Yao. Fast Non-linear Elastic Registration in 2D Medical Image. LNCS 3217 (2004): 647-654, Springer-Verlag Berlin Heidelberg (SCIE)
15. X. Wu, L, Yao, Zh.Y Long. Improved Infomax Algorithm of Independent Component Analysis Applied to fMRI data. Medical Imaging 2004.1, Proceeding of SPIE 5370: 1880-1889, U.S.A (EI)