Dimensionality reduction beyond neural subspaces with slice tensor component analysis
Sign Up to like & getrecommendations! Published in 2024 at "Nature Neuroscience"
DOI: 10.1038/s41593-024-01626-2
Abstract: Recent work has argued that large-scale neural recordings are often well described by patterns of coactivation across neurons. Yet the view that neural variability is constrained to a fixed, low-dimensional subspace may overlook higher-dimensional structure,… read more here.
Keywords: slice tensor; task; dimensionality reduction; component analysis ... See more keywords
Cortical morphological networks for profiling autism spectrum disorder using tensor component analysis
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Neurology"
DOI: 10.3389/fneur.2024.1391950
Abstract: Atypical neurodevelopmental disorders such as Autism Spectrum Disorder (ASD) can alter the cortex morphology at different levels: (i) a low-order level where cortical regions are examined individually, (ii) a high-order level where the relationship between… read more here.
Keywords: spectrum disorder; cortical morphological; component analysis; tensor component ... See more keywords