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Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 368-380
作者:  Li, Jinpeng;  Zhang, Zhaoxiang;  He, Huiguang
Adobe PDF(1800Kb)  |  收藏  |  浏览/下载:507/232  |  提交时间:2018/08/07
Affective Brain-computer Interface  Emotion Recognition  Brain Wave  Deep Learning  Eeg  
End-to-End Lifelong Learning: a Framework to Achieve Plasticities of both the Feature and Classifier Constructions 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 321-333
作者:  Hao, Wangli;  Fan, Junsong;  Zhang, Zhaoxiang;  Zhu, Guibo
浏览  |  Adobe PDF(1189Kb)  |  收藏  |  浏览/下载:373/85  |  提交时间:2018/02/05
Plasticity  Lifelong Learning  End-to-end  Incremental Pcanet  Incremental Kmeansnet  Incremental Svm  
A Semi-Supervised Predictive Sparse Decomposition Based on Task-Driven Dictionary Learning 期刊论文
COGNITIVE COMPUTATION, 2017, 卷号: 9, 期号: 1, 页码: 115-124
作者:  Lv Le;  Zhao Dongbin;  Deng QingQiong
浏览  |  Adobe PDF(998Kb)  |  收藏  |  浏览/下载:388/126  |  提交时间:2017/05/08
Semi-supervised Learning  Predictive Sparse Decomposition  Neural Networks  Dictionary Learning  
Parallel Brain Simulator: A Multi-scale and Parallel Brain-Inspired Neural Network Modeling and Simulation Platform 期刊论文
COGNITIVE COMPUTATION, 2016, 卷号: 8, 期号: 5, 页码: 967-981
作者:  Liu, Xin;  Zeng, Yi;  Zhang, Tielin;  Xu, Bo
Adobe PDF(4315Kb)  |  收藏  |  浏览/下载:316/80  |  提交时间:2016/06/14
Neural Network Simulator  Graph Computation  Parallel Simulation  Spiking Neural Network  Pbs