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A brain-inspired algorithm that mitigates catastrophic forgetting of artificial and spiking neural networks with low computational cost 期刊论文
SCIENCE ADVANCES, 2023, 卷号: 9, 期号: 34, 页码: 12
作者:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Li, Chengyu T.;  Poo, Mu-ming;  Xu, Bo
收藏  |  浏览/下载：77/0  |  提交时间：2023/11/17
Origin of the efficiency of spike timing-based neural computation for processing temporal information 期刊论文
NEURAL NETWORKS, 2023, 卷号: 160, 页码: 84-96
作者:  Jiang, Zhiwei;  Xu, Jiaming;  Zhang, Tielin;  Poo, Mu-ming;  Xu, Bo
收藏  |  浏览/下载：155/0  |  提交时间：2023/03/20
Postsynaptic potential  Spiking neural network  Sequence learning  Temporal information processing  
Time-/Event-Triggered Adaptive Neural Asymptotic Tracking Control of Nonlinear Interconnected Systems With Unmodeled Dynamics and Prescribed Performance 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
作者:  Cheng, Ting-Ting;  Niu, Ben;  Zhang, Jia-Ming;  Wang, Ding;  Wang, Zhen-Hua
收藏  |  浏览/下载：274/0  |  提交时间：2022/01/27
Interconnected systems  Artificial neural networks  Closed loop systems  Multi-agent systems  Asymptotic stability  Switches  Stability criteria  Asymptotic tracking control  event-triggered control  neural networks (NNs)  nonlinear interconnected systems  prescribed performance control (PPC)  unmodeled dynamics  
Self-backpropagation of synaptic modifications elevates the efficiency of spiking and artificial neural networks 期刊论文
SCIENCE ADVANCES, 2021, 卷号: 7, 期号: 43, 页码: 11
作者:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Poo, Mu-Ming;  Zeng, Yi;  Xu, Bo
收藏  |  浏览/下载：205/0  |  提交时间：2021/12/28
Online Audio-Visual Speech Separation with Generative Adversarial Training 会议论文
0, 线上会议, 2021-4-23
作者:  Zhang Peng;  Xu Jiaming;  Hao Yunzhe;  Xu Bo
Adobe PDF(532Kb)  |  收藏  |  浏览/下载：218/50  |  提交时间：2021/06/21
audio-visual speech separation  online processing  generative adversarial training  causal temporal convolutional network  
Audio-Visual Speech Separation with Visual Features Enhanced by Adversarial Training 会议论文
0, 线上会议, 2021-7-18
作者:  Zhang Peng;  Xu Jiaming;  Shi Jing;  Hao Yunzhe;  Qin Lei;  Xu Bo
Adobe PDF(1900Kb)  |  收藏  |  浏览/下载：225/58  |  提交时间：2021/06/21
audio-visual speech separation  robust  adversarial training method  time-domain approach  
Compositional Recurrent Neural Networks for Chinese Short Text Classification 会议论文
, Omaha, Nebraska, USA, October 13-16, 2016
作者:  Zhou, Yujun;  Xu, Bo;  Xu, Jiaming;  Yang, Lei;  Li, Changliang;  Xu, Bo
收藏  |  浏览/下载：40/0  |  提交时间：2020/10/27
Chinese Short Text  Text Classification  Convolutional Neural Network  Recurrent Neural Network  Word And Character Embeddings  
Constructing a Chinese Conversation Corpus for Sentiment Analysis 会议论文
, Dalian, China, November 8-12, 2017
作者:  Zhou, Yujun;  Li, Changliang;  Xu, Bo;  Xu, Jiaming;  Yang, Lei;  Xu, Bo
收藏  |  浏览/下载：70/0  |  提交时间：2020/10/27
Chinese Conversation  Short Text  Sentiment Analysis  Machine Learning  Deep Neural Networks  
Hierarchical Hybrid Attention Networks for Chinese Conversation Topic Classification 会议论文
, Guangzhou, China, November 14-18, 2017
作者:  Zhou, Yujun;  Li, Changliang;  Xu, Bo;  Xu, Jiaming;  Cao, Jie;  Xu, Bo
收藏  |  浏览/下载：64/0  |  提交时间：2020/10/27
Hierarchical Attention Networks  Chinese Conversation  Topic Classification  Recurrent Neural Networks  
Hybrid Attention Networks for Chinese Short Text Classification 会议论文
, Budapest, Hungary, April 17-23, 2017
作者:  Zhou, Yujun;  Xu, Jiaming;  Cao, Jie;  Xu, Bo;  Li, Changliang;  Xu, Bo
收藏  |  浏览/下载：80/0  |  提交时间：2020/10/27
Chinese Short Text  Text Classification  Attentive Mechanism  Convolutional Neural Network  Recurrent Neural Network