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Advancing Spiking Neural Networks Toward Deep Residual Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 15
作者:
Hu, Yifan
;
Deng, Lei
;
Wu, Yujie
;
Yao, Man
;
Li, Guoqi
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/07/03
Degradation problem
neuromorphic computing
residual neural network
spiking neural network (SNN)
Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics
期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Zheng, Hanle
;
Zheng, Zhong
;
Hu, Rui
;
Xiao, Bo
;
Wu, Yujie
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/02/21
Parallel Spiking Unit for Efficient Training of Spiking Neural Networks
会议论文
YOKOHAMA, 30 June - 5 July 2024
作者:
Yang Li
;
Yinqian Sun
;
Xiang He
;
Yiting Dong
;
Dongcheng Zhao
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  |  
浏览/下载:1/0
  |  
提交时间:2024/05/31
An intelligent workflow for sub-nanoscale 3D reconstruction of intact synapses from serial section electron tomography
期刊论文
BMC BIOLOGY, 2023, 卷号: 21, 期号: 1, 页码: 14
作者:
Chang, Sheng
;
Li, Linlin
;
Hong, Bei
;
Liu, Jing
;
Xu, Yuxuan
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/11/16
Serial section electron tomography
3D EM
Semi-auto locating
Auto-alignment
Missing-information restoration
Semi-auto segmentation
Workflow
Synapse
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
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:2/0
  |  
提交时间:2023/11/17
Self-lateral propagation (SLP)
spatial classifica-tion
spiking neural network (SNN)
synaptic plasticity
temporal classification
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 180-193
作者:
Zhengyan Zhang
;
Guangxuan Xiao
;
Yongwei Li
;
Tian Lv
;
Fanchao Qi
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  |  
浏览/下载:0/0
  |  
提交时间:2024/04/23
Pre-trained language models
backdoor attacks
transformers
natural language processing (NLP)
computer vision (CV)
An Easy-to-Use Assessment System for Spasticity Severity Quantification in Post-Stroke Rehabilitation
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2023, 页码: 1 - 1
作者:
Chen Wang
;
Liang Peng
;
Zeng-Guang Hou
;
Pu Zhang
;
Peng Fang
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  |  
浏览/下载:1/0
  |  
提交时间:2024/06/04
Estimation of the effect of magnetic field on a memristive neuron
期刊论文
Applied Mathematics and Computation, 2022, 卷号: 432
作者:
Wu, Fuqiang
;
Hu, Xikui
;
Ma, Jun
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2022/08/09
Backpropagation
Cells
Cytology
Electromagnetic induction
Electrophysiology
Energy conversion
Ions
Magnetic fields
Magnetic flux
Stochastic systems
Action-potentials
Bifurcation
Effect of magnetic field
Firing patterns
Induction currents
Magnetic field sources
Magnetic-field
Neural activity
Noninvasive physical stimulus
Time-varying magnetic fields
Joint reconstruction of neuron and ultrastructure via connectivity consensus in electron microscope volumes
期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: 1, 页码: 23
作者:
Hong,Bei
;
Liu,Jing
;
Zhai,Hao
;
Liu,Jiazheng
;
Shen,Lijun
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/11/14
Connectomics
Reconstruction
Connectivity concept
Joint optimization
Electron microscope volumes
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