Brain Decoding from Functional MRI Using Long Short-Term Memory Recurrent Neural Networks
Abstract
Decoding brain functional states underlying different cognitive processes using multivariate pattern recognition techniques has attracted increasing interests in brain imaging studies. Promising performance has been achieved using brain functional connectivity or brain activation signatures for a variety of brain decoding tasks. However, most of existing studies have built decoding models upon features extracted from imaging data at individual...
Paper Details
Title
Brain Decoding from Functional MRI Using Long Short-Term Memory Recurrent Neural Networks
Published Date
Jan 1, 2018
Pages
320 - 328
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