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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:2/0
  |  
提交时间:2024/02/21
Adaptive structure evolution and biologically plausible synaptic plasticity for recurrent spiking neural networks
期刊论文
SCIENTIFIC REPORTS, 2023, 卷号: 13, 期号: 1, 页码: 13
作者:
Pan, Wenxuan
;
Zhao, Feifei
;
Zeng, Yi
;
Han, Bing
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  |  
浏览/下载:2/0
  |  
提交时间:2023/12/21
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
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提交时间:2024/02/21
brain-inspired
neural circuit evolution
spiking neural networks
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
A brain-inspired algorithm that mitigates catastrophic forgetting of artificial and spiking neural networks with low computational cost
期刊论文
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
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Optimal Control of Nonlinear Systems Using Experience Inference Human-Behavior Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 90-102
作者:
Adolfo Perrusquía
;
Weisi Guo
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浏览/下载:22/0
  |  
提交时间:2023/01/03
Experience inference
hippocampus learning system
linear time-variant (LTV) systems
neocortex/striatum learning systems
nonlinear systems
optimal control
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: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
A brain-inspired decision-making spiking neural network and its application in unmanned aerial vehicle(Vol 12, 56, 2022)
期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 1
作者:
Zhao, Feifei
;
Zeng, Yi
;
Xu, Bo
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浏览/下载:6/0
  |  
提交时间:2023/02/22
spiking neural network
brain-inspired decision-making
dopamine regulation
multiple brain areas coordination
reinforcement learning
UAV autonomous learning
Hierarchical Neighbors Embedding
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:
Liu, Shenglan
;
Yu, Yang
;
Liu, Kaiyuan
;
Wang, Feilong
;
Wen, Wujun
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  |  
浏览/下载:15/0
  |  
提交时间:2023/01/09
Data sparsity
hierarchical neighbors
manifold learning
topological and geometrical properties. the introduced to
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:14/0
  |  
提交时间:2022/12/27
human-robot interaction
intention prediction
brain-inspired model
spiking neural networks
humanoid robot
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