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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
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning
期刊论文
INFORMATION SCIENCES, 2021, 卷号: 547, 页码: 1025-1044
作者:
Li, Dan
;
Du, Changde
;
Wang, Shengpei
;
Wang, Haibao
;
He, Huiguang
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/03/02
Data augmentation
Semantic decoding
Multi-view adversarial learning
Sparse reconstruction relation
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
收藏
  |  
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.
收藏
  |  
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
Fine-grained neural decoding with distributed word representations
期刊论文
INFORMATION SCIENCES, 2020, 卷号: 507, 页码: 256-272
作者:
Wang, Shaonan
;
Zhang, Jiajun
;
Wang, Haiyan
;
Lin, Nan
;
Zong, Chengqing
收藏
  |  
浏览/下载:83/0
  |  
提交时间:2019/11/26
Neural decoding
fMRI word decoding
Word class
Stimuli paradigm
Word embedding models
Informative voxels
Neural Encoding and Decoding With Distributed Sentence Representations
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 0, 期号: 0, 页码: 0
作者:
jingyuan sun
;
shaonan wang
;
jiajun zhang
;
chengqing zong
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/10/13
brain-machine interface, distributed semantic representations, neural decoding, neural encoding
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:63/0
  |  
提交时间:2019/12/16
Deep neural network (DNN)
image reconstruction
multiview learning
neural decoding
variational Bayesian inference
Disparity level identification using the voxel-wise Gabor model of fMRI data
期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 9, 页码: 2596-2610
作者:
Li, Yuan
;
Hou, Chunping
;
Yao, Li
;
Zhang, Chuncheng
;
Zheng, Hongna
收藏
  |  
浏览/下载:71/0
  |  
提交时间:2019/07/12
disparity
fMRI
Gabor
identify
voxel-wise encoding model
Love is analogous to money in human brain: Coordinate-based and functional connectivity meta-analyses of social and monetary reward anticipation
期刊论文
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2019, 卷号: 100, 页码: 108-128
作者:
Gu, Ruolei
;
Huang, Wenhao
;
Camilleri, Julia
;
Xu, Pengfei
;
Wei, Ping
收藏
  |  
浏览/下载:134/0
  |  
提交时间:2019/05/20
Social reward
Reward anticipation
Monetary incentive delay task
Meta-analysis
Functional decoding
Meta-analytic connectivity modeling
Resting-state functional connectivity
A Novel Brain Decoding Method: a Correlation Network Framework for Revealing Brain Connections
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2019, 卷号: 11, 页码: 95-106
作者:
Yu, Siyu
;
Zheng, Nanning
;
Ma, Yongqiang
;
Wu, Hao
;
Chen, Badong
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2019/11/19
Brain decoding
Brain modeling
connection
Correlation
correlation network (CorrNet) framework
Decoding
Functional magnetic resonance imaging
functional magnetic resonance imaging (fMRI)
Image reconstruction
pattern representation.
Visualization
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