2024
DOI: 10.1109/tnsre.2024.3399191
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s-TBN: A New Neural Decoding Model to Identify Stimulus Categories From Brain Activity Patterns

Chunyu Liu,
Bokai Cao,
Jiacai Zhang

Abstract: Neural decoding is still a challenging and a hot 1 topic in neurocomputing science. Recently, many studies have 2 shown that brain network patterns containing rich spatiotem-3 poral structural information represent the brain's activation 4 information under external stimuli. In the traditional method, 5 brain network features are directly obtained using the standard 6 machine learning method and provide to a classifier, subsequently 7 decoding external stimuli. However, this method cannot effec-8 tively extrac… Show more

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