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Adaptive neural network classifier for decoding MEG signals

We introduce two Convolutional Neural Network (CNN) classifiers optimized for inferring brain states from magnetoencephalographic (MEG) measurements. Network design follows a generative model of the electromagnetic (EEG and MEG) brain signals allowing explorative analysis of neural sources informing...

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Bibliografiske detaljer
Udgivet i:Neuroimage
Main Authors: Zubarev, Ivan, Zetter, Rasmus, Halme, Hanna-Leena, Parkkonen, Lauri
Format: Artigo
Sprog:Inglês
Udgivet: Academic Press 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6609925/
https://ncbi.nlm.nih.gov/pubmed/31059799
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2019.04.068
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