成果/Result
- How do we generalize?被引量：163收藏
- 作者：Taylor, Jessica Elizabeth Cortese, Aurelio Barron, Helen C. Pan, Xiaochuan Sakagami, Masamichi Zeithamova, Dagmar
- 机构： The Department of Decoded Neurofeedback; Institute of Cognitive Neuroscience; Medical Research Council Brain Network Dynamics Unit; Wellcome Centre for Integrative Neuroimaging; Institute for Cognitive Neurodynamics
- 来源：arXiv 2021
- Energy expenditure computation of a single bursting neuron被引量：45收藏
- 作者：Zhu, Fengyun Wang, Rubin Pan, Xiaochuan Zhu, Zhenyu
- 机构：Hangzhou Dianzi Univ;East China Univ Sci & Technol
- 来源：COGNITIVE NEURODYNAMICS 2019
- 关键词：Bursting Chay model Neural energy Na K-ATPase pump Energy coding
- Brain works principle followed by neural information processing: a review of novel brain theory被引量：34收藏
- 作者：Wang, Rubin Wang, Yihong Xu, Xuying Li, Yuanxi Pan, Xiaochuan
- 机构：Hangzhou Dianzi Univ;East China Univ Sci & Technol
- 来源：ARTIFICIAL INTELLIGENCE REVIEW 2023
- 关键词：Brain theory Large-scale neuroscience Global neural coding Neural energy models Unification of reductionism and holism
- Characteristics of fast-spiking neurons in the striatum of behaving monkeys被引量：28收藏
- 作者：Yamada, Hiroshi Inokawa, Hitoshi Hori, Yukiko Pan, Xiaochuan Matsuzaki, Ryuichi Nakamura, Kae Samejima, Kazuyuki Shidara, Munetaka Kimura, Minoru Sakagami, Masamichi Minamimoto, Takafumi
- 机构：Kyoto Prefectural Univ Med;Natl Ctr Neurol & Psychiat;Univ Tsukuba;Univ Tsukuba;Natl Inst Radiol Sci
- 来源：NEUROSCIENCE RESEARCH 2016
- 关键词：Basal ganglia Inhibitory interneuron Monkey Reward
- Reward Inference by Primate Prefrontal and Striatal Neurons被引量：27收藏
- 作者：Pan, Xiaochuan Fan, Hongwei Sawa, Kosuke Tsuda, Ichiro Tsukada, Minoru Sakagami, Masamichi
- 机构：E China Univ Sci & Technol;Tamagawa Univ;Senshu Univ;Hokkaido Univ
- 来源：JOURNAL OF NEUROSCIENCE 2014
- 关键词：inference model-based learning model-free learning prefrontal cortex reward striatum
- Biophysical mechanism of the interaction between default mode network and working memory network被引量：26收藏
- 作者：Yuan, Yue Pan, Xiaochuan Wang, Rubin
- 机构：East China Univ Sci & Technol
- 来源：COGNITIVE NEURODYNAMICS 2021
- 关键词：Default mode network Working memory Contained energy Task positive negative network Correlation
- Category representation and generalization in the prefrontal cortex被引量：24收藏
- 作者：Pan, Xiaochuan Sakagami, Masamichi
- 机构：Tamagawa Univ;E China Univ Sci & Techonol
- 来源：EUROPEAN JOURNAL OF NEUROSCIENCE 2012
- 关键词：categorization inference inferotemporal cortex monkey reward
- Energy-efficient firing patterns with sparse bursts in the Chay neuron model被引量：23收藏
- 作者：Zhu, Fengyun Wang, Rubin Aihara, Kazuyuki Pan, Xiaochuan
- 机构：East China Univ Sci & Technol;Univ Tokyo
- 来源：NONLINEAR DYNAMICS 2020
- 关键词：Sparse burst firing Chay neuron model Neural energy consumption Coefficient of variation Na K-ATPase pump
- 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
- Functional connectivity between prefrontal cortex and striatum estimated by phase locking value被引量：23收藏
- 作者：Zhang, Yan Pan, Xiaochuan Wang, Rubin Sakagami, Masamichi
- 机构：E China Univ Sci & Technol;Tamagawa Univ
- 来源：COGNITIVE NEURODYNAMICS 2016
- 关键词：Prefrontal cortex Striatum Phase-locking value Beta band Gamma band
- Dopamine-Mediated Major Depressive Disorder in the Neural Circuit of Ventral Tegmental Area-Nucleus Accumbens-Medial Prefrontal Cortex: From Biological Evidence to Computational Models被引量：18收藏
- 作者：Li, Yuanxi Zhang, Bing Pan, Xiaochuan Wang, Yihong Xu, Xuying Wang, Rubin Liu, Zhiqiang
- 机构：East China Univ Sci & Technol;Univ Calif Los Angeles;Tongji Univ;Tongji Univ Sch Med;Tongji Univ
- 来源：FRONTIERS IN CELLULAR NEUROSCIENCE 2022
- 关键词：major depressive disorder NAc-mPFC-VTA circuit dopamine Hodgkin-Huxley (HH) model dynamical receptor binding model
- 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
- A cortical model with multi-layers to study visual attentional modulation of neurons at the synaptic level被引量：15收藏
- 作者：Zhang, Tao Pan, Xiaochuan Xu, Xuying Wang, Rubin
- 机构：East China Univ Sci & Technol
- 来源：COGNITIVE NEURODYNAMICS 2019
- 关键词：Visual attention AMPA and NMDA receptors Stochastic binding process Hodgkin-Huxley model
- Grid cell activity and path integration on 2-D manifolds in 3-D space被引量：15收藏
- 作者：Wang, Yihong Xu, Xuying Pan, Xiaochuan Wang, Rubin
- 机构：East China Univ Sci & Technol;Hangzhou Dianzi Univ
- 来源：NONLINEAR DYNAMICS 2021
- 关键词：Grid cell Three-dimensional space Path integration Spatial encoding Neuronal dynamics
- Estimating causal interaction between prefrontal cortex and striatum by transfer entropy被引量：13收藏
- 作者：Ma, Chaofei Pan, Xiaochuan Wang, Rubin Sakagami, Masamichi
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol;Tamagawa Univ
- 来源：COGNITIVE NEURODYNAMICS 2013
- 关键词：Causal interaction Transfer entropy Mutual information Local field potential
- Differences in reward processing between putative cell types in primate prefrontal cortex被引量：5收藏
- 作者：Fan, Hongwei Pan, Xiaochuan Wang, Rubin Sakagami, Masamichi
- 机构：Tamagawa Univ;Oracle China Software Syst Co Ltd;East China Univ Sci & Technol
- 来源：PLOS ONE 2017
- The neural computational and dynamical mechanisms of reward-modulated spatial coding in hippocampal place cells被引量：5收藏
- 作者：Shao, Qi Wang, Yihong Xu, Xuying Wang, Yaning Pan, Xiaochuan Du, Ying Wang, Rubin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：COGNITIVE NEURODYNAMICS 2025
- 关键词：Place cells Neurodynamics Continuous attractor network Reward coding Over-representation Goal-directed navigation
- Contributions of distinct prefrontal neuron classes in reward processing被引量：4收藏
- 作者：Pan XiaoChuan Fan HongWei Wang RuBin Sakagami, Masamichi
- 机构：E China Univ Sci & Technol;Tamagawa Univ
- 来源：SCIENCE CHINA-TECHNOLOGICAL SCIENCES 2014
- 关键词：prefrontal cortex reward pyramidal neuron interneuron monkey single-unit activity
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- Research progress of neurodynamics in China被引量：3收藏
- 作者：Wang, Rubin Pan, Xiaochuan
- 机构：Hangzhou Dianzi Univ;East China Univ Sci & Technol
- 来源：COGNITIVE NEURODYNAMICS 2021
- 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
- A working memory model based on recurrent neural networks using reinforcement learning被引量：3收藏
- 作者：Wang, Mengyuan Wang, Yihong Xu, Xuying Pan, Xiaochuan
- 机构：East China Univ Sci & Technol
- 来源：COGNITIVE NEURODYNAMICS 2024
- 关键词：Spatial working memory Prefrontal cortex Recurrent neural network Reinforcement learning Population coding
- Visual pattern discrimination by population retinal ganglion cells' activities during natural movie stimulation被引量：2收藏
- 作者：Zhang, Ying-Ying Wang, Ru-Bin Pan, Xiao-Chuan Gong, Hai-Qing Liang, Pei-Ji
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：COGNITIVE NEURODYNAMICS 2014
- 关键词：Multi-unit recording Brief movie sections Population RGCs MSDD
- A neuro-inspired visual SLAM approach using AKAZE feature extraction in complex and dynamic environments被引量：2收藏
- 作者：Li, Ruibang Wang, Yihong Xu, Xuying Li, Fangfei Tang, Fengzhen Pan, Xiaochuan
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Chinese Acad Sci
- 来源：COGNITIVE NEURODYNAMICS 2025
- 关键词：Brain-inspired navigation Simultaneous localization and mapping (SLAM) RatSLAM Loop closure detection AKAZE features
- A Comparison of Reward Values Encoding Function Between the Prefrontal Cortex and Striatum in Monkey被引量：1收藏
- 作者：Wen, Zaizhi Zhang, Jianhua Pan, Xiaochuan
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：ADVANCES IN COGNITIVE NEURODYNAMICS (VI) 2018
- 关键词：Prefrontal cortex Striatum Reward prediction Support vector machine Random forest ApEn
- 视知觉条件下步态运动的神经编码综述被引量：1收藏
- 作者：朱凤云 王如彬 潘晓川
- 机构：上海华东理工大学理学院认知神经动力学研究所
- 来源：《振动与冲击》 2016
- 关键词：神经编码 能量编码 群编码 视觉 -运动整合 步态运动
- 摘要：神经编码理论的研究,对于了解大脑内部工作机制以及对于人工智能、脑-机接口等技术的应用前景都具有重要意义。通过分析目前常用的几种视知觉神经编码的原理、方法,评价它们各自的优缺点,发现无论是单个神经元层次上还是多个神经元层次...
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- 前额叶皮层和纹状体间功能性连接的量化分析被引量：1收藏
- 作者：文再治 张建华 潘晓川
- 机构：华东理工大学信息科学与工程学院;华东理工大学认知神经动力学研究所
- 来源：《华东理工大学学报（自然科学版）》 2019
- 关键词：前额叶皮层 纹状体 奖励预测 功能性连接 非线性相互依赖性
- 摘要：奖励预测对于大脑的学习记忆、行为决策等高级认知功能具有至关重要的意义。前额叶皮层(Prefrontal Cortex,PFC)和纹状体(Striatum)是大脑中的两个重要脑区,以往的研究发现,前额叶皮层和纹状体中的神经...
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- A MODEL OF HIPPOCAMPAL MEMORY BASED ON AN ADAPTIVE LEARNING RULE OF SYNAPSES被引量：1收藏
- 作者：Yan, Chuankui Wang, Rubin Pan, Xiaochuan
- 机构：Hang Zhou Normal Univ;E China Univ Sci & Technol
- 来源：JOURNAL OF BIOLOGICAL SYSTEMS 2013
- 关键词：Hippocampus Adaptive Learning SNR Stochastic Resonance Memory Pattern Adaptive Learning
- 前额叶皮层和纹状体群体神经元编码视觉刺激和奖励信息被引量：1收藏
- 作者：陈素华 潘晓川 Masamichi Sakagami
- 机构：华东理工大学认知神经动力学研究所;玉川大学脑科学研究所
- 来源：《生理学报》 2020
- 关键词：前额叶皮层 纹状体 奖励预测 群体神经元 支持向量机
- 摘要：以往的文献报道了前额叶皮层和纹状体中的一些神经元编码视觉刺激(visual stimulus)和奖励(reward)信息,但从单个神经元角度来看,编码信息的方式很复杂,不同的神经元在不同时刻各自编码刺激或奖励信息。本文旨...
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- A review on exploring and unlocking the operational mode of the brain被引量：0收藏
- 作者：Wang, Rubin Li, Yuanxi Yan, Chuankui Wu, Fuqiang Wang, Yihong Xu, Xuying Pan, Xiaochuan
- 机构：East China Univ Sci & Technol;Wenzhou Univ;Ningxia Univ
- 来源：NONLINEAR DYNAMICS 2026
- 关键词：The operation mode of the brain Theory of neural energy W-Z neuron model Coupling of the neural energy Brain-inspired artificial intelligence
- Controllability, control energy and state transitions in functional brain networks based on data-constrained dynamical modeling被引量：0收藏
- 作者：Sun, Ruikang Wang, Yihong Xu, Xuying Du, Ying Pan, Xiaochuan Wang, Rubin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：NONLINEAR DYNAMICS 2026
- 关键词：Large-scale brain model Network dynamics State-space modeling Controllability Optimal control energy
