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Chinese Academy of Sciences Institutional Repositories Grid
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自动化研究所 [35]
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西安光学精密机械研究... [1]
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OAI收割 [44]
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期刊论文 [34]
会议论文 [9]
学位论文 [1]
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2024 [2]
2023 [9]
2022 [6]
2021 [8]
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Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks
期刊论文
OAI收割
NEURAL NETWORKS, 2024, 卷号: 170, 页码: 190-201
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Zeng, Yi
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/02/22
Dendritic Nonlinearity
Dendritic Spatial Gating Module
Dendritic Temporal Adjust Module
Spiking Neural Networks
Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications
期刊论文
OAI收割
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:
Wei, Qinglai
;
Han, Liyuan
;
Zhang, Tielin
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/03/27
Task analysis
Neurons
Trajectory
Behavioral sciences
Dynamic programming
Control theory
Biology
Direct dynamic programming (DDP)
Lorenz system
multiscale dynamics
point-to-point control
recursive least square (RLS)
spiking neural network (SNN)
EventMix: An efficient data augmentation strategy for event-based learning
期刊论文
OAI收割
INFORMATION SCIENCES, 2023, 卷号: 644, 页码: 11
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Zeng, Yi
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/17
Event based data augmentation
Neuromorphic data
Spiking neural networks
Reasonable label assignment
Gaussian mixture model
Spike Attention Coding for Spiking Neural Networks
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 7
作者:
Liu, Jiawen
;
Hu, Yifan
;
Li, Guoqi
;
Pei, Jing
;
Deng, Lei
  |  
收藏
  |  
浏览/下载:8/0
  |  
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
OAI收割
NEURAL NETWORKS, 2023, 卷号: 166, 页码: 410-423
作者:
Yao, Man
;
Zhang, Hengyu
;
Zhao, Guangshe
;
Zhang, Xiyu
;
Wang, Dingheng
  |  
收藏
  |  
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
Attention Spiking Neural Networks
期刊论文
OAI收割
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:6/0
  |  
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
OAI收割
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
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/11/17
An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections
期刊论文
OAI收割
NEURAL NETWORKS, 2023, 卷号: 165, 页码: 799-808
作者:
Dong, Yiting
;
Zhao, Dongcheng
;
Li, Yang
;
Zeng, Yi
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/11/17
Spiking neural network
Unsupervised
Plasticity learning rule
Brain inspired connection
All-optical spiking neural network and optical spike-time-dependent plasticity based on the self-pulsing effect within a micro-ring resonator
期刊论文
OAI收割
APPLIED OPTICS, 2023, 卷号: 62, 期号: 20, 页码: 5459-5466
作者:
Wen, Jin
;
Zhang, Hui
;
Wu, Zhengwei
;
Wang, Qian
;
Yu, Huimin
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/08/23
Self-Lateral Propagation Elevates Synaptic Modifications in Spiking Neural Networks for the Efficient Spatial and Temporal Classification
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:
Zhang, Tielin
;
Wang, Qingyu
;
Xu, Bo
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/11/17
Self-lateral propagation (SLP)
spatial classifica-tion
spiking neural network (SNN)
synaptic plasticity
temporal classification