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Recognizing Brain States Using Deep Sparse Recurrent Neural Network

Brain activity is a dynamic combination of different sensory responses and thus brain activity/state is continuously changing over time. However, the brain’s dynamical functional states recognition at fast time-scales in task fMRI data have been rarely explored. In this work, we propose a novel 5-la...

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Vydáno v:IEEE Trans Med Imaging
Hlavní autoři: Wang, Han, Zhao, Shijie, Dong, Qinglin, Cui, Yan, Chen, Yaowu, Han, Junwei, Xie, Li, Liu, Tianming
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6508593/
https://ncbi.nlm.nih.gov/pubmed/30369441
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2018.2877576
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