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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:25/2  |  Submit date:2021/01/06
SNN  plasticity  brain  local STDP  global feedback alignment  
Brain-Inspired Active Learning Architecture for Procedural Knowledge Understanding Based on Human-Robot Interaction 期刊论文
COGNITIVE COMPUTATION, 2020, 页码: 13
Authors:  Zhang, Tielin;  Zeng, Yi;  Pan, Ruihan;  Shi, Mengting;  Lu, Enmeng
Favorite  |  View/Download:11/0  |  Submit date:2020/08/21
Brain-inspired architecture  Procedural knowledge  Deep neural network  Reinforcement learning  Knowledge graph  
基于好奇心的类脑脉冲神经网络模型 学位论文
工程硕士学位, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  史梦婷
Adobe PDF(24143Kb)  |  Favorite  |  View/Download:91/0  |  Submit date:2020/06/16
类脑智能  脉冲神经网络  好奇心  可塑性  主动学习  
A Curiosity-Based Learning Method for Spiking Neural Networks (vol 14, 7, 2020) 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 1
Authors:  Shi, Mengting;  Zhang, Tielin;  Zeng, Yi
Favorite  |  View/Download:31/0  |  Submit date:2020/06/22
curiosity  spiking neural network  novelty  STDP  voltage-driven plasticity-centric SNN  
A Curiosity-Based Learning Method for Spiking Neural Networks 期刊论文
Frontiers in Computational Neuroscience, 2020, 卷号: 14, 期号: 14, 页码: 7
Authors:  Shi, Mengting;  Zhang, Tielin;  Zeng, Yi
View  |  Adobe PDF(1349Kb)  |  Favorite  |  View/Download:82/13  |  Submit date:2020/04/27
Curiosity  Spiking Neural Network  Novelty  Stdp  Voltage-driven Plasticity-centric Snn  
A Plasticity-centric Approach to Train the Non-differential Spiking Neural Networks 会议论文
, New Orleans, Louisiana, USA., February 2-7, 2018
Authors:  Zhang TL(张铁林);  Ceng Y(曾毅);  Zhao DC(赵东城);  Shi MT(史梦婷);  Tielin Zhang, Yi Zeng
View  |  Adobe PDF(2572Kb)  |  Favorite  |  View/Download:309/93  |  Submit date:2018/10/12
Spiking Neural Network