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CASIA OpenIR
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Multi-Scale Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning 会议论文
, Online, February 22–March 1, 2022
作者:  Zhang, Duzhen;  Zhang, Tielin;  Jia, Shuncheng;  Xu, Bo
Adobe PDF(2249Kb)  |  收藏  |  浏览/下载：38/14  |  提交时间：2024/06/11
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition 会议论文
, Washington D.C., USA, 2023-2-9
作者:  Qingyu Wang;  Tielin Zhang;  Minglun Han;  Yi Wang;  Duzhen Zhang;  Bo Xu
Adobe PDF(1714Kb)  |  收藏  |  浏览/下载：184/52  |  提交时间：2023/06/20
Modelling Speaker-dependent Auditory Attention Using A Spiking Neural Network with Temporal Coding and Supervised Learning 会议论文
, Sydney, Australia, December 12-15, 2019
作者:  Yating Huang;  Jiaming Xu;  Bo Xu
Adobe PDF(3377Kb)  |  收藏  |  浏览/下载：211/49  |  提交时间：2022/09/17
Compressing Speaker Extraction Model with Ultra-low Precision Quantization and Knowledge Distillation 期刊论文
Neural Networks, 2022, 卷号: 154, 页码: 13-21
作者:  Yating Huang;  Yunzhe Hao;  Jiaming Xu;  Bo Xu
Adobe PDF(801Kb)  |  收藏  |  浏览/下载：240/63  |  提交时间：2022/09/17
LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recognition 会议论文
, Yokohama, Japan, January 7-15, 2021
作者:  Xiang Cheng;  Yunzhe Hao;  Jiaming Xu;  Bo Xu
Adobe PDF(2275Kb)  |  收藏  |  浏览/下载：182/51  |  提交时间：2022/06/23
A Brain-Inspired Approach for Probabilistic Estimation and Efficient Planning in Precision Physical Interaction 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:  Xing, Dengpeng;  Yang, Yiming;  Zhang, Tielin;  Xu, Bo
Adobe PDF(2960Kb)  |  收藏  |  浏览/下载：242/18  |  提交时间：2022/06/10
Task analysis  Robots  Force  Planning  Mathematical models  Brain modeling  Biology  Brain-inspired structure  precision physical interaction  spiking neural networks (SNNs)  
Temporal-Sequential Learning With a Brain-Inspired Spiking Neural Network and Its Application to Musical Memory 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 期号: 0, 页码: 51
作者:  Liang, Qian;  Zeng, Yi;  Xu, Bo
Adobe PDF(4971Kb)  |  收藏  |  浏览/下载：335/63  |  提交时间：2020/08/24
spiking neural network  sequential memory  episodic memory  spike-timing-dependent plasticity  time perception  musical learning  
Biological Neuron Coding Inspired Binary Word Embeddings 期刊论文
COGNITIVE COMPUTATION, 2019, 卷号: 11, 期号: 5, 页码: 676-684
作者:  Wang, Yuwei;  Zeng, Yi;  Tang, Jianbo;  Xu, Bo
Adobe PDF(1713Kb)  |  收藏  |  浏览/下载：307/45  |  提交时间：2020/03/30
Word embeddings  Neuron coding  Spiking neural networks  
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
作者:  Zhao Feifei;  Zeng Yi;  Wang Guixiang;  Bai Jun;  Xu Bo
浏览  |  Adobe PDF(3853Kb)  |  收藏  |  浏览/下载：401/121  |  提交时间：2019/04/30
Prefrontal Cortex  Working Memory  Basal Ganglia  Dopamine System  Brain-inspired Decision Making Model  
A Brain-Inspired Decision-Making Spiking Neural Network and Its Application in Unmanned Aerial Vehicle 期刊论文
Frontiers in Neurorobotics, 2018, 期号: 12, 页码: 56
作者:  Zhao Feifei;  Zeng Yi;  Xu Bo
浏览  |  Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：338/89  |  提交时间：2019/04/22
Spiking Neural Network  Brain-inspired Decision-making  Dopamine Regulation  Multiple Brain Areas Coordination  Reinforcement Learning  UAV Autonomous Learning