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科研机构
自动化研究所 [55]
内容类型
期刊论文 [44]
会议论文 [8]
学位论文 [3]
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2024 [1]
2023 [6]
2022 [11]
2021 [7]
2020 [5]
2019 [2]
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模式识别与智能系统 [1]
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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:6/0
  |  
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
收藏
  |  
浏览/下载:3/0
  |  
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
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/02/21
brain-inspired
neural circuit evolution
spiking neural networks
Lateral interaction by Laplacian-based graph smoothing for deep neural networks
期刊论文
CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY, 2023, 页码: 18
作者:
Chen, Jianhui
;
Wang, Zuoren
;
Liu, Cheng-Lin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/16
artificial neural networks
biologically plausible
Laplacian-based graph smoothing
lateral interaction
machine learning
Common and distinct functional brain network abnormalities in adolescent, early-middle adult, and late adult major depressive disorders
期刊论文
PSYCHOLOGICAL MEDICINE, 2023, 页码: 10
作者:
Long, Yicheng
;
Li, Xuemei
;
Cao, Hengyi
;
Zhang, Manqi
;
Lu, Bing
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  |  
浏览/下载:13/0
  |  
提交时间:2023/11/17
Aging
brain network
connectome
functional connectivity
major depressive disorder
Emotional brain network decoded by biological spiking neural network
期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 17
作者:
Xu, Hubo
;
Cao, Kexin
;
Chen, Hongguang
;
Abudusalamu, Awuti
;
Wu, Wei
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
emotion
affective computing
brain network
neural oscillation
neuroregulation
self-backpropagation
spiking neural network
brain-computer interface
Multimodal Affective States Recognition Based on Multiscale CNNs and Biologically Inspired Decision Fusion Model
期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 2, 页码: 1391-1403
作者:
Zhao, Yuxuan
;
Cao, Xinyan
;
Lin, Jinlong
;
Yu, Dunshan
;
Cao, Xixin
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Physiology
Brain modeling
Feature extraction
Electroencephalography
Biological system modeling
Convolution
Reliability
Multimodal affective states recognition
convolutional neural network
decision fusion model
physiological signals
Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series
期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
作者:
Yan, Weizheng
;
Zhao, Min
;
Fu, Zening
;
Pearlson, Godfrey D.
;
Sui, Jing
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/07/25
Deep learning
FMRI
Schizophrenia
Bipolar disorder
Schizoaffective disorder
Motor-Cortex-Like Recurrent Neural Network and Multitask Learning for the Control of Musculoskeletal Systems
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 2, 页码: 424-436
作者:
Chen, Jiahao
;
Qiao, Hong
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/07/25
Muscles
Musculoskeletal system
Robots
Statistics
Sociology
Recurrent neural networks
Neurons
Biologically inspired
motor cortex
muscle synergy
musculoskeletal system
neuromuscular control
recurrent neural network (RNN)
Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:
Wang, Peisong
;
He, Xiangyu
;
Cheng, Jian
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2022/07/25
Quantization (signal)
Deep learning
Convolution
Training
Biological neural networks
Optimization
Neurons
Acceleration
binarized neural networks (BNNs)
compression
fixed-point quantization
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