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Knowledge Commons of Institute of Automation,CAS
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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
Authors:
Zhang, Tielin
;
Cheng, Xiang
;
Jia, Shuncheng
;
Li, Chengyu T.
;
Poo, Mu-ming
;
Xu, Bo
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View/Download:14/0
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Submit date:2023/11/17
Mixture of personality improved spiking actor network for efficient multi-agent cooperation
期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 14
Authors:
Li, Xiyun
;
Ni, Ziyi
;
Ruan, Jingqing
;
Meng, Linghui
;
Shi, Jing
;
Zhang, Tielin
;
Xu, Bo
Favorite
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View/Download:6/0
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Submit date:2023/11/17
multi-agent cooperation
personality theory
spiking actor networks
multi-agent reinforcement learning
theory of mind
Self-Lateral Propagation Elevates Synaptic Modifications in Spiking Neural Networks for the Efficient Spatial and Temporal Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
Authors:
Zhang, Tielin
;
Wang, Qingyu
;
Xu, Bo
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View/Download:6/0
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Submit date:2023/11/17
Self-lateral propagation (SLP)
spatial classifica-tion
spiking neural network (SNN)
synaptic plasticity
temporal classification
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition
会议论文
, Washington D.C., USA, 2023-2-9
Authors:
Qingyu Wang
;
Tielin Zhang
;
Minglun Han
;
Yi Wang
;
Duzhen Zhang
;
Bo Xu
Adobe PDF(1714Kb)
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View/Download:39/3
  |  
Submit date:2023/06/20
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
Authors:
Jiang, Zhiwei
;
Xu, Jiaming
;
Zhang, Tielin
;
Poo, Mu-ming
;
Xu, Bo
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View/Download:50/0
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Submit date:2023/03/20
Postsynaptic potential
Spiking neural network
Sequence learning
Temporal information processing
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
Authors:
Xing, Dengpeng
;
Yang, Yiming
;
Zhang, Tielin
;
Xu, Bo
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View/Download:104/0
  |  
Submit date:2022/06/10
Task analysis
Robots
Force
Planning
Mathematical models
Brain modeling
Biology
Brain-inspired structure
precision physical interaction
spiking neural networks (SNNs)
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
Authors:
Zhang, Tielin
;
Cheng, Xiang
;
Jia, Shuncheng
;
Poo, Mu-Ming
;
Zeng, Yi
;
Xu, Bo
Favorite
  |  
View/Download:103/0
  |  
Submit date:2021/12/28
A Brain-Inspired Approach for Collision-Free Movement Planning in the Small Operational Space
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
Authors:
Xing, Dengpeng
;
Li, Jiale
;
Zhang, Tielin
;
Xu, Bo
Favorite
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View/Download:112/0
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Submit date:2022/01/27
Visualization
Cameras
Planning
Task analysis
Neurons
Collision avoidance
Biology
Brain-inspired structure
collision-free movement planning
small operational space
spiking neural networks (SNNs)
Comparison Between Human and Rodent Neurons for Persistent Activity Performance: A Biologically Plausible Computational Investigation
期刊论文
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2021, 卷号: 15, 页码: 10
Authors:
Zhang, Qian
;
Zeng, Yi
;
Zhang, Tielin
;
Yang, Taoyi
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View/Download:98/0
  |  
Submit date:2021/11/04
human neuron
interneuron
neocortex
persistent activity
computational model
Quantum superposition inspired spiking neural network
期刊论文
ISCIENCE, 2021, 卷号: 24, 期号: 8, 页码: 16
Authors:
Sun, Yinqian
;
Zeng, Yi
;
Zhang, Tielin
Adobe PDF(2756Kb)
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View/Download:114/6
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Submit date:2021/11/03