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Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks
期刊论文
NEURAL NETWORKS, 2024, 卷号: 170, 页码: 190-201
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Zeng, Yi
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Dendritic Nonlinearity
Dendritic Spatial Gating Module
Dendritic Temporal Adjust Module
Spiking Neural Networks
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
收藏
  |  
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
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 intention prediction model and its applications to humanoid robot
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者:
Zhao, Yuxuan
;
Zeng, Yi
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  |  
浏览/下载:16/0
  |  
提交时间:2022/12/27
human-robot interaction
intention prediction
brain-inspired model
spiking neural networks
humanoid robot
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
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  |  
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
Multisensory Concept Learning Framework Based on Spiking Neural Networks
期刊论文
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2022, 卷号: 16, 页码: 12
作者:
Wang, Yuwei
;
Zeng, Yi
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  |  
浏览/下载:11/0
  |  
提交时间:2022/07/25
concept learning
multisensory
spiking neural networks
brain-inspired
Independent Merge
Associate Merge
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
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  |  
浏览/下载:24/0
  |  
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)
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
作者:
Xing, Dengpeng
;
Li, Jiale
;
Zhang, Tielin
;
Xu, Bo
收藏
  |  
浏览/下载:43/0
  |  
提交时间: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)
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