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科研机构
自动化研究所 [11]
内容类型
期刊论文 [11]
发表日期
2023 [11]
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Adaptive structure evolution and biologically plausible synaptic plasticity for recurrent spiking neural networks
期刊论文
SCIENTIFIC REPORTS, 2023, 卷号: 13, 期号: 1, 页码: 13
作者:
Pan, Wenxuan
;
Zhao, Feifei
;
Zeng, Yi
;
Han, Bing
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  |  
浏览/下载:2/0
  |  
提交时间:2023/12/21
EventMix: An efficient data augmentation strategy for event-based learning
期刊论文
INFORMATION SCIENCES, 2023, 卷号: 644, 页码: 11
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Zeng, Yi
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  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Event based data augmentation
Neuromorphic data
Spiking neural networks
Reasonable label assignment
Gaussian mixture model
Brain-inspired neural circuit evolution for spiking neural networks
期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2023, 卷号: 120, 期号: 39, 页码: 10
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Dong, Yiting
;
Zeng, Yi
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  |  
浏览/下载:0/0
  |  
提交时间:2024/02/21
brain-inspired
neural circuit evolution
spiking neural networks
Spike Attention Coding for Spiking Neural Networks
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 7
作者:
Liu, Jiawen
;
Hu, Yifan
;
Li, Guoqi
;
Pei, Jing
;
Deng, Lei
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/16
Rate coding
spike attention coding (SAC)
spiking neural networks (SNNs)
temporal coding
Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition
期刊论文
NEURAL NETWORKS, 2023, 卷号: 166, 页码: 410-423
作者:
Yao, Man
;
Zhang, Hengyu
;
Zhao, Guangshe
;
Zhang, Xiyu
;
Wang, Dingheng
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  |  
浏览/下载:7/0
  |  
提交时间:2023/11/16
Spiking neural network
Event-based vision
Neuromorphic computing
Attention mechanism
Brain-inspired computing
An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections
期刊论文
NEURAL NETWORKS, 2023, 卷号: 165, 页码: 799-808
作者:
Dong, Yiting
;
Zhao, Dongcheng
;
Li, Yang
;
Zeng, Yi
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Spiking neural network
Unsupervised
Plasticity learning rule
Brain inspired connection
Attention Spiking Neural Networks
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9393-9410
作者:
Yao, Man
;
Zhao, Guangshe
;
Zhang, Hengyu
;
Hu, Yifan
;
Deng, Lei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/11/17
Attention mechanism
efficient neuromorphic inference
neuromorphic computing
spiking neural network
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
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Emotional brain network decoded by biological spiking neural network
期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 17
作者:
Xu, Hubo
;
Cao, Kexin
;
Chen, Hongguang
;
Abudusalamu, Awuti
;
Wu, Wei
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
emotion
affective computing
brain network
neural oscillation
neuroregulation
self-backpropagation
spiking neural network
brain-computer interface
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
作者:
Zhang, Tielin
;
Wang, Qingyu
;
Xu, Bo
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Self-lateral propagation (SLP)
spatial classifica-tion
spiking neural network (SNN)
synaptic plasticity
temporal classification
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