Explainable artificial intelligence based analysis for interpreting infant fNIRS data in developmental cognitive neuroscience

Andreu-Perez et al developed a multivariate pattern analysis for fNIRS data (xMVPA), which is powered by eXplainable Artificial Intelligence (XAI). They demonstrated its application in the context of investigating visual and auditory processing in six-month-old infants and showed that it provided in...

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Bibliographic Details
Main Authors: Javier Andreu-Perez, Lauren L. Emberson, Mehrin Kiani, Maria Laura Filippetti, Hani Hagras, Silvia Rigato
Format: Article
Language:English
Published: Nature Publishing Group 2021-09-01
Series:Communications Biology
Online Access:https://doi.org/10.1038/s42003-021-02534-y