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Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: Evaluation using sensorimotor tasks

Feedforward deep neural networks (DNN), artificial neural networks with multiple hidden layers, have recently demonstrated a record-breaking performance in multiple areas of applications in computer vision and speech processing. Following the success, DNNs have been applied to neuroimaging modalitie...

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Bibliografiske detaljer
Udgivet i:Neuroimage
Main Authors: Jang, Hojin, Plis, Sergey M., Calhoun, Vince D., Lee, Jong-Hwan
Format: Artigo
Sprog:Inglês
Udgivet: 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5064875/
https://ncbi.nlm.nih.gov/pubmed/27079534
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2016.04.003
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