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Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Fu, Kaicheng
;
Du, Changde
;
Wang, Shengpei
;
He, Huiguang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/12/27
Decoding
Brain modeling
Functional magnetic resonance imaging
Predictive models
Emotion recognition
Dimensionality reduction
Pattern recognition
Fine-grained emotion decoding
multi-label learning
multi-view learning
product of experts (PoEs)
variational autoencoder
Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding
会议论文
Dublin, Ireland, 2022-5
作者:
Shuxian, Zou
;
Shaonan, Wang
;
Jiajun, Zhang
;
Chengqing, Zong
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/06/14
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 600-614
作者:
Du, Changde
;
Du, Changying
;
Huang, Lijie
;
Wang, Haibao
;
He, Huiguang
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2022/03/17
Decoding
Image reconstruction
Functional magnetic resonance imaging
Visualization
Task analysis
Brain
Correlation
Deep neural network (DNN)
functional magnetic resonance imaging (fMRI)
image reconstruction
multioutput regression
neural decoding
Learning Cognitive Map Representations for Navigation by Sensory-Motor Integration
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 1, 页码: 508-521
作者:
Zhao DY(赵冬晔)
;
Zhang, Zheng
;
Lu H(路红)
;
Cheng, Sen
;
Si BL(斯白露)
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  |  
浏览/下载:27/0
  |  
提交时间:2022/02/11
Visualization
Navigation
Robot sensing systems
Brain modeling
Hippocampus
Biological system modeling
Cognitive map
hippocampus
navigation
path integration
place cells
self-motion cues
sensorimotor integration
sensory-motor integration network model (SeMINet)
visual cues
Neurobiological Bases of Social Networks
期刊论文
FRONTIERS IN PSYCHOLOGY, 2021, 卷号: 12, 页码: 17
作者:
Han, Mengfei
;
Jiang, Gaofang
;
Luo, Haoshuang
;
Shao, Yongcong
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  |  
浏览/下载:81/0
  |  
提交时间:2021/06/09
social network
social cognition
mentalizing network
multilayer brain-social networks
neural mechanism
DREAM A Toolbox to Decode Rhythms of the Brain System
期刊论文
NEUROINFORMATICS, 2021, 页码: 17
作者:
Gong, Zhu-Qing
;
Gao, Peng
;
Jiang, Chao
;
Xing, Xiu-Xia
;
Dong, Hao-Ming
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2021/03/01
Brain oscillations
Reliability
Head motion
Development
fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 170-184
作者:
Shuo Huang
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浏览/下载:30/0
  |  
提交时间:2021/04/22
Functional magnetic resonance imaging (fMRI)
functional alignment
brain activity, brain decoding
visual stimuli reconstruction
Temporal embedding and spatiotemporal feature selection boost multi-voxel pattern analysis decoding accuracy
期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 345, 页码: 13
作者:
Choupan, Jeiran
;
Douglas, Pamela K.
;
Gal, Yaniv
;
Cohen, Mark S.
;
Reutens, David C.
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  |  
浏览/下载:18/0
  |  
提交时间:2021/01/07
fMRI
Multi-variate pattern analysis
Spatiotemporal feature selection
Multiband EPI
Random forest
Support vector machine
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2310-2323
作者:
Du, Changde
;
Du, Changying
;
Huang, Lijie
;
He, Huiguang
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2019/12/16
Deep neural network (DNN)
image reconstruction
multiview learning
neural decoding
variational Bayesian inference
Using High-Frequency Local Field Potentials From Multicortex to Decode Reaching and Grasping Movements in Monkey
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2019, 卷号: 11, 期号: 2, 页码: 270-280
作者:
Zhang, Peng
;
Huang, Jian
;
Li, Wei
;
Ma, Xuan
;
Yang, Peipei
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2019/09/30
Intracortical brain-machine interface (iBMI)
local field potential (LFP)
monkey
multicortex
wavelet packet transform (WPT)
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