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FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis
期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:
Zhang, Chang
;
Meng, Xiangzhu
;
Liu, Qiang
;
Wu, Shu
;
Wang, Liang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/11/16
Functional magnetic resonance image
Brain network
Federated learning
Deep neural networks
Brain disease diagnosis
Childhood trauma is linked to abnormal static-dynamic brain topology in adolescents with major depressive disorder
期刊论文
INTERNATIONAL JOURNAL OF CLINICAL AND HEALTH PSYCHOLOGY, 2023, 卷号: 23, 期号: 4, 页码: 9
作者:
Li, Xuemei
;
Huang, Yang
;
Liu, Mengqi
;
Zhang, Manqi
;
Liu, Yang
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/11/17
Childhood trauma
Major depressive disorder
Adolescent
Functional neuroimaging
Brain network
Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition
期刊论文
NEURAL NETWORKS, 2023, 卷号: 166, 页码: 410-423
作者:
Yao, Man
;
Zhang, Hengyu
;
Zhao, Guangshe
;
Zhang, Xiyu
;
Wang, Dingheng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/16
Spiking neural network
Event-based vision
Neuromorphic computing
Attention mechanism
Brain-inspired computing
A multimodal approach to estimating vigilance in SSVEP-based BCI
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 225, 页码: 16
作者:
Wang, Kangning
;
Qiu, Shuang
;
Wei, Wei
;
Zhang, Yukun
;
Wang, Shengpei
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Vigilance estimation
Brain -computer interface (BCI)
Graph neural network
Electroencephalogram (EEG)
Steady-state visual evoked potential (SSVEP)
Multimodal fusion
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
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/11/17
Aging
brain network
connectome
functional connectivity
major depressive disorder
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:2/0
  |  
提交时间:2023/11/17
Spiking neural network
Unsupervised
Plasticity learning rule
Brain inspired connection
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:1/0
  |  
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
Effects of Microstate Dynamic Brain Network Disruption in Different Stages of Schizophrenia
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 2688-2697
作者:
Yan, Tianyi
;
Wang, Gongshu
;
Liu, Tiantian
;
Li, Guoqi
;
Wang, Changming
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Dynamic brain network
information interaction
microstates
resting-state EEG
schizophrenia stages
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
收藏
  |  
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
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