成果/Result
- Pattern Classification of Instantaneous Cognitive Task-load Through GMM Clustering, Laplacian Eigenmap, and Ensemble SVMs被引量：36收藏
- 作者：Zhang, Jianhua Yin, Zhong Wang, Rubin
- 机构：East China Univ Sci & Technol;Univ Shanghai Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2017
- 关键词：Cognitive task-load psychophysiological signals manifold learning ensemble learning support vector machine
- Nonlinear Dynamic Classification of Momentary Mental Workload Using Physiological Features and NARX-Model-Based Least-Squares Support Vector Machines被引量：23收藏
- 作者：Zhang, Jianhua Yin, Zhong Wang, Rubin
- 机构：East China Univ Sci & Technol;Univ Shanghai Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS 2017
- 关键词：Dynamical systems human-automation interaction human factors machine learning mental workload (MWL) pattern classification
- Chemogenetic inactivation reveals the inhibitory control function of the prefronto-striatal pathway in the macaque brain被引量：23收藏
- 作者：Oguchi, Mineki Tanaka, Shingo Pan, Xiaochuan Kikusui, Takefumi Moriya-Ito, Keiko Kato, Shigeki Kobayashi, Kazuto Sakagami, Masamichi
- 机构：Tamagawa Univ;Azabu Univ;Niigata Univ;East China Univ Sci & Technol;Tokyo Metropolitan Inst Med Sci
- 来源：COMMUNICATIONS BIOLOGY 2021
- Neural antagonistic mechanism between default-mode and task-positive networks被引量：22收藏
- 作者：Cheng, Xianjun Yuan, Yue Wang, Yihong Wang, Rubin
- 机构：Hangzhou Dianzi Univ;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2020
- 关键词：Antagonism Default-mode network Task-negative activation Task-positive activation Working memory
- Dissociable functions of reward inference in the lateral prefrontal cortex and the striatum被引量：16收藏
- 作者：Tanaka, Shingo Pan, Xiaochuan Oguchi, Mineki Taylor, Jessica E. Sakagami, Masamichi
- 机构：Tamagawa Univ;E China Univ Sci & Technol;Tamagawa Univ
- 来源：FRONTIERS IN PSYCHOLOGY 2015
- 关键词：lateral prefrontal cortex striatum reward inference model-free learning model-based learning
- Predictive modeling of human operator cognitive state via sparse and robust support vector machines被引量：16收藏
- 作者：Zhang, Jian-Hua Qin, Pan-Pan Raisch, Joerg Wang, Ru-Bin
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol;Tech Univ Berlin;Max Planck Inst Dynam Complex Tech Syst
- 来源：COGNITIVE NEURODYNAMICS 2013
- 关键词：Human operator cognitive state Least squares support vector machine Sparseness Robustness Regressive model
- Instantaneous mental workload assessment using time-frequency analysis and semi-supervised learning被引量：11收藏
- 作者：Zhang, Jianhua Li, Jianrong Wang, Rubin
- 机构：Oslo Metropolitan Univ;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：COGNITIVE NEURODYNAMICS 2020
- 关键词：Mental workload Operator functional state Physiological signals Time-frequency analysis Semi-supervised learning
- Design of an Adaptive Human-Machine System Based on Dynamical Pattern Recognition of Cognitive Task-Load被引量：10收藏
- 作者：Zhang, Jianhua Yin, Zhong Wang, Rubin
- 机构：East China Univ Sci & Technol;Univ Shanghai Sci & Technol;East China Univ Sci & Technol
- 来源：FRONTIERS IN NEUROSCIENCE 2017
- 关键词：adaptive functional allocation cognitive task-load electrophysiology dynamic pattern recognition man-machine system
- Category learning in a recurrent neural network with reinforcement learning被引量：3收藏
- 作者：Zhang, Ying Pan, Xiaochuan Wang, Yihong
- 机构：East China Univ Sci & Technol
- 来源：FRONTIERS IN PSYCHIATRY 2022
- 关键词：category learning stimulus-stimulus association recurrent neural network reinforcement learning reward
