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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
收藏
  |  
浏览/下载:5/0
  |  
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
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  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Self-lateral propagation (SLP)
spatial classifica-tion
spiking neural network (SNN)
synaptic plasticity
temporal classification
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
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  |  
浏览/下载:21/0
  |  
提交时间:2023/02/22
brain-inspired intelligent robot
robot pain
spiking neural network
free energy principle
spike-time-dependent-plasticity
Neuronal-Plasticity and Reward-Propagation Improved Recurrent Spiking Neural Networks
期刊论文
FRONTIERS IN NEUROSCIENCE, 2021, 卷号: 15, 页码: 11
作者:
Jia, Shuncheng
;
Zhang, Tielin
;
Cheng, Xiang
;
Liu, Hongxing
;
Xu, Bo
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  |  
浏览/下载:124/0
  |  
提交时间:2021/04/21
spiking neural network
neuronal plasticity
synaptic plasticity
reward propagation
sparse connections
Stylistic Composition of Melodies Based on a Brain-Inspired Spiking Neural Network
期刊论文
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2021, 卷号: 15, 期号: 0, 页码: 21
作者:
Liang, Qian
;
Zeng, Yi
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  |  
浏览/下载:60/0
  |  
提交时间:2021/04/21
spiking neural network
spike-timing dependent plasticity
sequential memory
musical learning
melody composition
Temporal-Sequential Learning With a Brain-Inspired Spiking Neural Network and Its Application to Musical Memory
期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 期号: 0, 页码: 51
作者:
Liang, Qian
;
Zeng, Yi
;
Xu, Bo
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  |  
浏览/下载:29/0
  |  
提交时间:2020/08/24
spiking neural network
sequential memory
episodic memory
spike-timing-dependent plasticity
time perception
musical learning
A Curiosity-Based Learning Method for Spiking Neural Networks (vol 14, 7, 2020)
期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 1
作者:
Shi, Mengting
;
Zhang, Tielin
;
Zeng, Yi
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  |  
浏览/下载:12/0
  |  
提交时间:2020/06/22
curiosity
spiking neural network
novelty
STDP
voltage-driven plasticity-centric SNN
A Curiosity-Based Learning Method for Spiking Neural Networks
期刊论文
Frontiers in Computational Neuroscience, 2020, 卷号: 14, 期号: 14, 页码: 7
作者:
Shi, Mengting
;
Zhang, Tielin
;
Zeng, Yi
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  |  
浏览/下载:3/0
  |  
提交时间:2020/04/27
Curiosity
Spiking Neural Network
Novelty
Stdp
Voltage-driven Plasticity-centric Snn
A biologically plausible supervised learning method for spiking neural networks using the symmetric STDP rule
期刊论文
NEURAL NETWORKS, 2020, 卷号: 121, 期号: 2, 页码: 387-395
作者:
Hao, Yunzhe
;
Huang, Xuhui
;
Dong, Meng
;
Xu, Bo
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  |  
浏览/下载:16/0
  |  
提交时间:2020/03/30
Spiking neural networks
Dopamine-modulated spike-timing dependent plasticity
Pattern recognition
Supervised learning
Biologically plausibility
Adaptive heading performance during self-motion perception
期刊论文
PSYCH JOURNAL, 2019, 页码: 11
作者:
Kuang, Shenbing
;
Deng, Hu
;
Zhang, Tao
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  |  
浏览/下载:28/0
  |  
提交时间:2020/02/29
behavioral training
extraretinal signal
neural plasticity
optic flow
self-motion perception
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