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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:38/2  |  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:39/10  |  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:23/2  |  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:21/2  |  Submit date:2019/04/30
Brain-inspired Developmental Neural Network  Brain-inspired Pruning Rules  Structural Plasticity  Network Adaptability  Synaptic Pruning