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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
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
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
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
收藏
  |  
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
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
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  |  
浏览/下载:16/0
  |  
提交时间:2023/06/20
Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 435-446
作者:
Jianing Han
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  |  
浏览/下载:8/0
  |  
提交时间:2023/05/29
Symmetric-threshold rectified linear unit (stReLU), deep spiking neural networks, artificial neural network-spiking neural network (ANN-SNN) conversion, lossless conversion, double thresholds
A brain-inspired robot pain model based on a spiking neural network
期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 13
作者:
Feng, Hui
;
Zeng, Yi
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/02/22
brain-inspired intelligent robot
robot pain
spiking neural network
free energy principle
spike-time-dependent-plasticity
BSNN: Towards faster and better conversion of artificial neural networks to spiking neural networks with bistable neurons
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 13
作者:
Li, Yang
;
Zhao, Dongcheng
;
Zeng, Yi
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  |  
浏览/下载:16/0
  |  
提交时间:2022/11/21
spiking neural network
bistability
neuromorphic computing
image classification
conversion
Spiking CapsNet: A spiking neural network with a biologically plausible routing rule between capsules
期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 1-13
作者:
Zhao, Dongcheng
;
Li, Yang
;
Zeng, Yi
;
Wang, Jihang
;
Zhang, Qian
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  |  
浏览/下载:14/0
  |  
提交时间:2022/11/14
Spiking Neural Network
Capsual Neural Netowrk
Biologically Plausible Routing
Noise Robustness
Affine Transformation Robustness
General spiking neural network framework for the learning trajectory from a noisy mmWave radar
期刊论文
Neuromorphic Computing and Engineering, 2022, 卷号: 2, 期号: 3
作者:
Liu,Xin
;
Yan,Mingyu
;
Deng,Lei
;
Wu,Yujie
;
Han,De
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/05/31
millimeter wave radar
spiking neural networks
attention mechanism
model robustness
trajectory estimation
Solving the spike feature information vanishing problem in spiking deep Q network with potential based normalization
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者:
Sun, Yinqian
;
Zeng, Yi
;
Li, Yang
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/11/14
brain-inspired decision model
SDQN
reinforcement learning
potential normalization
spiking activity
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