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A Multichannel 2D Convolutional Neural Network Model for Task-Evoked fMRI Data Classification

Deep learning models have been successfully applied to the analysis of various functional MRI data. Convolutional neural networks (CNN), a class of deep neural networks, have been found to excel at extracting local meaningful features based on their shared-weights architecture and space invariance c...

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Dades bibliogràfiques
Publicat a:Comput Intell Neurosci
Autors principals: Hu, Jinlong, Kuang, Yuezhen, Liao, Bin, Cao, Lijie, Dong, Shoubin, Li, Ping
Format: Artigo
Idioma:Inglês
Publicat: Hindawi 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7012272/
https://ncbi.nlm.nih.gov/pubmed/32082370
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2019/5065214
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