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深度脉冲神经网络转换学习算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  陈睿智
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脉冲神经网络  反向传播算法  脉冲神经网络学习算法  
Unsupervised speech recognition through spike-timing-dependent plasticity in a convolutional spiking neural network 期刊论文
PLOS ONE, 2018, 卷号: 13, 期号: 11, 页码: 19
Authors:  Dong, Meng;  Huang, Xuhui;  Xu, Bo
Favorite  |  View/Download:6/0  |  Submit date:2019/07/12
Fast and Efficient Deep Sparse Multi-Strength Spiking Neural Networks with Dynamic Pruning 会议论文
, 巴西里约热内卢, 2018-7
Authors:  Chen RZ(陈睿智);  Ma H(马鸿);  Xie SL(谢少林);  Guo P(郭鹏);  Li P(李品);  Wang DL(王东琳)
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Low Latency Spiking ConvNets with Restricted Output Training and False Spike Inhibition 会议论文
, 巴西里约热内卢, 2018-7
Authors:  Chen RZ(陈睿智);  Ma H(马鸿);  Guo P(郭鹏);  Xie SL(谢少林);  Wang DL(王东琳)
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Brain-inspired Balanced Tuning for Spiking Neural Networks 会议论文
, Stockholm, Sweden, July 13-19, 2018
Authors:  Zhang TL(张铁林);  Ceng Y(曾毅);  Zhao DC(赵东城);  Xu B(徐波);  Tielin Zhang, Yi Zeng
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Spiking Neural Network  
Computational Model Based on Neural Network of Visual Cortex for Human Action Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1427-1440
Authors:  Liu, Haihua;  Shu, Na;  Tang, Qiling;  Zhang, Wensheng
Favorite  |  View/Download:44/0  |  Submit date:2018/10/10
Action Recognition  Classical Receptive Field (Rf)  Spiking Neural Networks (Snns)  Surround Suppression  Visual Cortex  
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
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Spiking Neural Network  
Improving multi-layer spiking neural networks by incorporating brain-inspired rules 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2017, 卷号: 60, 期号: 5, 页码: 052201:01-12
Authors:  Zeng, Yi;  Zhang, Tielin;  Xu, Bo
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Brain-inspired Rules  Spiking Neural Network  Plasticity  Classification Task  
类脑皮层表征神经计算模型及其应用 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  王寓巍
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小样本学习  脉冲神经网络  脑皮层  层次时序记忆模型  
Spiking neural network-based target tracking control for autonomous mobile robots 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2015, 卷号: 26, 期号: 8, 页码: 1839-1847
Authors:  Cao, Zhiqiang;  Cheng, Long;  Zhou, Chao;  Gu, Nong;  Wang, Xu;  Tan, Min
View  |  Adobe PDF(825Kb)  |  Favorite  |  View/Download:198/54  |  Submit date:2015/11/04
Spiking Neural Network  Autonomous Mobile Robot  Spike Trains  Target Tracking  Hebbian Learning