Homogeneous intrinsic neuronal excitability induces overfitting to sensory noise: A robot model of neurodevelopmental disorder

Abstract excerpt

<p>Neurodevelopmental disorders, including autism spectrum disorder, have been intensively investigated at the neural, cognitive, and behavioral levels, but the accumulated knowledge remains fragmented. Here, we propose a mechanistic explanation that unifies the disparate observations via a hierarchical predictive coding and developmental learning framework, which is demonstrated in experiments using a neural netw...

Topics

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• Autistic Disorder
• Language Development
• Models, Psychological
• Neural Networks, Computer
• Phenotype

Identifiers and source

Literature Corpus work

eb80c472-872a-5678-8d22-05a2c02ce0bc

DOI

10.31234/osf.io/ah89z