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SCI期刊论文 [8]
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周海军 [3]
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Gradient nano-grained graphene as 2D thermal rectifier: A molecular dynamics based machine learning study
期刊论文
APPLIED PHYSICS LETTERS, 2022, 卷号: 121, 期号: 13, 页码: 133501
Authors:
Xu, Ke
;
Liang, Ting
;
Fu, Yuequn
;
Wang, Zhen
;
Fan, Zheyong
;
Wei, Ning
;
Xu, Jianbin
;
Zhang, Zhisen
;
Wu, Jianyang
Adobe PDF(7067Kb)
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View/Download:14/0
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Submit date:2023/01/16
Controlled generation of self-sustained oscillations in complex artificial neural networks
期刊论文
CHAOS, 2021, 卷号: 31, 期号: 11, 页码: 113127
Authors:
Liu, Chang
;
Dong, Jia-Qi
;
Chen, Qing-Jian
;
Huang, Zi-Gang
;
Huang, Liang
;
Zhou, Hai-Jun
;
Lai, Ying-Cheng
Adobe PDF(4722Kb)
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View/Download:14/0
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Submit date:2023/01/16
DYNAMICS
CHAOS
SYNCHRONIZATION
ORGANIZATION
LOCKING
MODELS
Eigenvalue spectrum of neural networks with arbitrary Hebbian length
期刊论文
PHYSICAL REVIEW E, 2021, 卷号: 104, 期号: 6, 页码: 64307
Authors:
Zhou, Jianwen
;
Jiang, Zijian
;
Hou, Tianqi
;
Chen, Ziming
;
Wong, K. Y. Michael
;
Huang, Haiping
Adobe PDF(1061Kb)
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Submit date:2023/01/16
NEURONAL CORRELATE
TERM-MEMORY
ASSOCIATION
UNDERLIES
CAPACITY
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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Submit date:2017/12/21
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.
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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
;
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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Submit date:2017/10/13
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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Submit date:2017/10/13
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
Adobe PDF(305Kb)
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Submit date:2012/08/02
Constraint Satisfaction Problems
Neural Network Models
Binary Perceptron
Storage Capacity
Synapses
Algorithm
Couplings
Plasticity
Dynamics