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Dynamically Optimizing Network Structure Based on Synaptic Pruning in the Brain 期刊论文
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2021, 卷号: 15, 页码: 8
Authors:  Zhao, Feifei;  Zeng, Yi
Favorite  |  View/Download:12/0  |  Submit date:2021/08/15
synaptic pruning  developmental neural network  optimizing network structure  accelerating learning  compressing network  
Brain Inspired Sequences Production by Spiking Neural Networks With Reward-Modulated STDP 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
Authors:  Fang, Hongjian;  Zeng, Yi;  Zhao, Feifei
Favorite  |  View/Download:25/0  |  Submit date:2021/04/06
brain-inspired intelligence  spiking neural network  reward-medulated STDP  population coding  reinforcement learning  
GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 12
Authors:  Zhao, Dongcheng;  Zeng, Yi;  Zhang, Tielin;  Shi, Mengting;  Zhao, Feifei
Adobe PDF(3174Kb)  |  Favorite  |  View/Download:37/3  |  Submit date:2021/01/06
SNN  plasticity  brain  local STDP  global feedback alignment  
A neural algorithm for Drosophila linear and nonlinear decision-making 期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 16
Authors:  Zhao, Feifei;  Zeng, Yi;  Guo, Aike;  Su, Haifeng;  Xu, Bo
Favorite  |  View/Download:16/0  |  Submit date:2021/01/06
A Brain-Inspired Model of Theory of Mind 期刊论文
FRONTIERS IN NEUROROBOTICS, 2020, 卷号: 14, 页码: 17
Authors:  Zeng, Yi;  Zhao, Yuxuan;  Zhang, Tielin;  Zhao, Dongcheng;  Zhao, Feifei;  Lu, Enmeng
Adobe PDF(2347Kb)  |  Favorite  |  View/Download:21/0  |  Submit date:2021/01/07
theory of mind  false-belief task  brain inspired model  self-experience  connection maturation  inhibitory control  
A Brain-Inspired Visual Fear Responses Model for UAV Emergent Obstacle Dodging 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 1, 页码: 124-132
Authors:  Zhao, Feifei;  Kong, Qingqun;  Zeng, Yi;  Xu, Bo
Favorite  |  View/Download:37/0  |  Submit date:2020/06/02
Unmanned ariel vehicle (UAV) dodging emergent obstacles  visual fear responses pathway  
类脑自主学习与决策神经网络模型 学位论文
, 中国科学院大学: 中国科学院自动化化研究所, 2019
Authors:  赵菲菲
Adobe PDF(16032Kb)  |  Favorite  |  View/Download:508/9  |  Submit date:2019/06/05
类脑自主学习与决策  多脑区协同  脉冲神经网络  发育神经网络  微观可塑性  视觉恐惧反应模型  无人机自主决策  
A Brain-Inspired Decision-Making Spiking Neural Network and Its Application in Unmanned Aerial Vehicle 期刊论文
Frontiers in Neurorobotics, 2018, 期号: 12, 页码: 56
Authors:  Zhao Feifei;  Zeng Yi;  Xu Bo
View  |  Adobe PDF(2166Kb)  |  Favorite  |  View/Download:173/39  |  Submit date:2019/04/22
Spiking Neural Network  Brain-inspired Decision-making  Dopamine Regulation  Multiple Brain Areas Coordination  Reinforcement Learning  UAV Autonomous Learning  
A Brain-Inspired Decision Making Model Based on Top-Down Biasing of Prefrontal Cortex to Basal Ganglia and Its Application in Autonomous UAV Explorations 期刊论文
Cognitive Computation, 2018, 卷号: 10, 期号: 2, 页码: 296-306
Authors:  Zhao Feifei;  Zeng Yi;  Wang Guixiang;  Bai Jun;  Xu Bo
View  |  Adobe PDF(3853Kb)  |  Favorite  |  View/Download:178/64  |  Submit date:2019/04/30
Prefrontal Cortex  Working Memory  Basal Ganglia  Dopamine System  Brain-inspired Decision Making Model  
Towards a Brain-inspired Developmental Neural Network by Adaptive Synaptic Pruning 会议论文
, Guangzhou, China, 2017, November 14-18
Authors:  Zhao Feifei;  Zhang Tielin;  Zeng Yi;  Xu Bo
View  |  Adobe PDF(387Kb)  |  Favorite  |  View/Download:107/21  |  Submit date:2019/04/30
Brain-inspired Developmental Neural Network  Brain-inspired Pruning Rules  Structural Plasticity  Network Adaptability  Synaptic Pruning