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q-bio.NC2022★ 1 cited
"Task-relevant autoencoding" enhances machine learning for human neuroscience
Seyedmehdi Orouji, Vincent Taschereau-Dumouchel, Aurelio Cortese +6
In human neuroscience, machine learning can help reveal lower-dimensional neural representations relevant to subjects' behavior. However, state-of-the-art models typically require…
q-bio.NC2016
Decoded fMRI neurofeedback can induce bidirectional behavioral changes within single participants
Aurelio Cortese, Kaoru Amano, Ai Koizumi +2
Studies using real-time functional magnetic resonance imaging (rt-fMRI) have recently incorporated the decoding approach, allowing for fMRI to be used as a tool for manipulation of…