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Co-emergence of multi-scale cortical activities of irregular firing, oscillations and avalanches achieves cost-efficient information capacity 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2017, 卷号: 13, 期号: 2, 页码: e1005384
Authors:  Yang, DP;  Zhou, HJ;  Zhou, CS;  Zhou, CS (reprint author), Hong Kong Baptist Univ, Dept Phys, Kowloon Tong, Hong Kong, Peoples R China.;  Zhou, CS (reprint author), Hong Kong Baptist Univ, Ctr Nonlinear Studies, Kowloon Tong, Hong Kong, Peoples R China.;  Zhou, CS (reprint author), Hong Kong Baptist Univ, Beijing Hong Kong Singapore Joint Ctr Nonlinear &, Inst Computat & Theoret Studies, Kowloon Tong, Hong Kong, Peoples R China.;  Yang, DP (reprint author), Univ Sydney, Sch Phys, Sydney, NSW, Australia.;  Zhou, CS (reprint author), Beijing Computat Sci Res Ctr, Beijing, Peoples R China.;  Zhou, CS (reprint author), Virtual Univ, HKBU Inst Res & Continuing Educ, Res Ctr, Pk Bldg,South Area Hitech Ind Pk, Shenzhen, Peoples R China.
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Spike Pattern Structure Influences Synaptic Efficacy Variability under STDP and Synaptic Homeostasis. I: Spike Generating Models on Converging Motifs 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2016, 卷号: 10, 页码: 14
Authors:  Bi, ZD;  Zhou, CS;  Bi, ZD (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing 100080, Peoples R China.;  Zhou, CS (reprint author), Hong Kong Baptist Univ, Dept Phys, Kowloon Tong, Hong Kong, Peoples R China.;  Zhou, CS (reprint author), Hong Kong Baptist Univ, Inst Computat & Theoret Studies, Beijing Hong Kong Singapore Joint Ctr Nonlinear &, Ctr Nonlinear Studies, Kowloon Tong, Hong Kong, Peoples R China.;  Zhou, CS (reprint author), Beijing Computat Sci Res Ctr, Beijing, Peoples R China.;  Zhou, CS (reprint author), HKBU Inst Res & Continuing Educ, Res Ctr, Shenzhen, Peoples R China.
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Spike Pattern Structure  Synaptic Plasticity  Efficacy Variability  Stdp  Synaptic Homeostasis  Spike Generating Models  
Energy-efficient population coding constrains network size of a neuronal array system 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6, 页码: 19369
Authors:  Yu, LC;  Zhang, C;  Liu, LW;  Yu, YG;  Yu, YG (reprint author), Fudan Univ, Ctr Computat Syst Biol, Collaborat Innovat Ctr Brain Sci, Sch Life Sci, Shanghai 200433, Peoples R China.
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Spike Pattern Structure Influences Synaptic Efficacy Variability under STDP and Synaptic Homeostasis. II: Spike Shuffling Methods on LIF Networks 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2016, 卷号: 10, 页码: 83
Authors:  Bi, ZD;  Zhou, CS;  Bi, ZD (reprint author), Chinese Acad Sci, Inst Theoret Phys, State Key Lab Theoret Phys, Beijing, Peoples R China.;  Zhou, CS (reprint author), Hong Kong Baptist Univ, Dept Phys, Kowloon Tong, Hong Kong, Peoples R China.;  Zhou, CS (reprint author), Hong Kong Baptist Univ, Beijing Hong Kong Singapore Joint Ctr Nonlinear &, Ctr Nonlinear Studies, Inst Computat & Theoret Studies, Kowloon Tong, Hong Kong, Peoples R China.;  Zhou, CS (reprint author), Beijing Computat Sci Res Ctr, Beijing, Peoples R China.;  Zhou, CS (reprint author), Hong Kong Baptist Univ, Res Ctr, Inst Res & Continuing Educ, Shenzhen, Peoples R China.
Adobe PDF(4437Kb)  |  Favorite  |  View/Download:17/5  |  Submit date:2017/10/13
Spike Pattern Structure  Synaptic Plasticity  Efficacy Variability  Stdp  Synaptic Homeostasis  Spike Shuffling Methods  
Spike Pattern Structure Influences Synaptic Efficacy Variability under STDP and Synaptic Homeostasis. I: Spike Generating Models on Converging Motifs 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2016, 卷号: 10, 页码: 14
Authors:  Bi, ZD;  Zhou, CS
Favorite  |  View/Download:0/0  |  Submit date:2019/04/08
spike pattern structure  TIMING-DEPENDENT PLASTICITY  synaptic plasticity  CROSS-CORRELATION  efficacy variability  WORKING-MEMORY  STDP  NEURONAL AVALANCHES  synaptic homeostasis  CORTICAL-NEURONS  spike generating models  REGULAR SPIKING  NEURAL ACTIVITY  BARREL CORTEX  LEARNING RULE  FIRING RATES  
Spike Pattern Structure Influences Synaptic Efficacy Variability under STDP and Synaptic Homeostasis. II: Spike Shuffling Methods on LIF Networks 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2016, 卷号: 10, 页码: 83
Authors:  Bi, ZD;  Zhou, CS
Favorite  |  View/Download:0/0  |  Submit date:2019/04/08
spike pattern structure  TIMING-DEPENDENT PLASTICITY  synaptic plasticity  GAMMA-OSCILLATIONS  efficacy variability  NEURAL-NETWORKS  STDP  WORKING-MEMORY  synaptic homeostasis  VISUAL-CORTEX  spike shuffling methods  FIRING RATES  GABAERGIC INTERNEURONS  CORTICAL NETWORKS  CROSS-CORRELATION  NEURONAL-ACTIVITY  
Learning by random walks in the weight space of the Ising perceptron 期刊论文
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2010, 期号: 75, 页码: -
Authors:  Huang, Haiping;  Zhou, Haijun;  Huang, HP , Chinese Acad Sci, Key Lab Frontiers Theoret Phys, Inst Theoret Phys, Beijing 100190, Peoples R China
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Constraint Satisfaction Problems  Neural Network Models  Binary Perceptron  Storage Capacity  Synapses  Algorithm  Couplings  Plasticity  Dynamics