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Incremental Adaptive Learning Vector Quantization for Character Recognition with Continuous Style Adaptation 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 334-346
Authors:  Shen, Yuan-Yuan;  Liu, Cheng-Lin
Favorite  |  View/Download:24/0  |  Submit date:2018/10/10
Continuous Incremental Adaptive Learning Vector Quantization  Style Transfer Mapping  Local Style Consistency  Active Learning  
Toward Robot Self-Consciousness (II): Brain-Inspired Robot Bodily Self Model for Self-Recognition 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 307-320
Authors:  Zeng, Yi;  Zhao, Yuxuan;  Bai, Jun;  Xu, Bo
View  |  Adobe PDF(2959Kb)  |  Favorite  |  View/Download:58/8  |  Submit date:2017/09/18
Robot Self-consciousness  Robot Bodily Self Model  Stdp Learning  Self-recognition  
Special Issue of BICS 2016 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 282-283
Authors:  Liu, Cheng-Lin;  Hussain, Amir;  Luo, Bin;  Tan, Kay Chen;  Zeng, Yi;  Zhang, Zhaoxiang
Favorite  |  View/Download:53/0  |  Submit date:2018/08/08
Bics  Brain-inspired  Artificial Intelligence  Deep Neural Networks  
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
Authors:  Hao, Wangli;  Fan, Junsong;  Zhang, Zhaoxiang;  Zhu, Guibo
View  |  Adobe PDF(1189Kb)  |  Favorite  |  View/Download:58/11  |  Submit date:2018/02/05
Plasticity  Lifelong Learning  End-to-end  Incremental Pcanet  Incremental Kmeansnet  Incremental Svm  
A Primal Neural Network for Online Equality-Constrained Quadratic Programming 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 381-388
Authors:  Chen, Ke;  Zhang, Zhaoxiang
Favorite  |  View/Download:42/0  |  Submit date:2018/02/05
Recurrent Neural Networks  Online Equality-constrained Quadratic Programming  Global Exponential Convergence  Robustness Analysis  
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
Authors:  Li, Jinpeng;  Zhang, Zhaoxiang;  He, Huiguang
Adobe PDF(1800Kb)  |  Favorite  |  View/Download:38/0  |  Submit date:2018/08/07
Affective Brain-computer Interface  Emotion Recognition  Brain Wave  Deep Learning  Eeg  
A Novel Manifold Regularized Online Semi-supervised Learning Model 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 1, 页码: 49-61
Authors:  Ding, Shuguang;  Xi, Xuanyang;  Liu, Zhiyong;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:24/0  |  Submit date:2018/10/10
Human Learning  Manifold Regularization  Online Semi-supervised Learning  Lagrange Dual Problem  
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
Authors:  Wangli Hao;  Junsong Fan;  Zhaoxiang Zhang;  Guibo Zhu
View  |  Adobe PDF(1189Kb)  |  Favorite  |  View/Download:4/0  |  Submit date:2019/04/19
Plasticity  Lifelong Learning  End-to-end  
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:16/0  |  Submit date:2019/04/30
Prefrontal Cortex  Working Memory  Basal Ganglia  Dopamine System  Brain-inspired Decision Making Model  
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
Authors:  Lv Le;  Zhao Dongbin;  Deng QingQiong
View  |  Adobe PDF(998Kb)  |  Favorite  |  View/Download:105/48  |  Submit date:2017/05/08
Semi-supervised Learning  Predictive Sparse Decomposition  Neural Networks  Dictionary Learning