Formation of brain-wide neural geometry during visual item recognition in monkeys
Sign Up to like & getrecommendations! Published in 2024 at "iScience"
DOI: 10.1101/2024.08.05.604527
Abstract: Neural dynamics assumes to reflect computations that relay and transform information in the brain. Previous studies have identified the neural population dynamics in many individual brain regions as a trajectory geometry, preserving a manifest of… read more here.
Keywords: wide neural; brain; geometry; visual item ... See more keywords
Unified theoretical framework for wide neural network learning dynamics.
Sign Up to like & getrecommendations! Published in 2025 at "Physical review. E"
DOI: 10.1103/physreve.111.045310
Abstract: Artificial neural networks have revolutionized machine learning in recent years, but a complete theoretical framework for their learning process is still lacking. Substantial theoretical advances have been achieved for wide networks, within two disparate theoretical… read more here.
Keywords: wide neural; framework; learning dynamics; theoretical framework ... See more keywords
Brain-wide neural dynamics of poststroke recovery induced by optogenetic stimulation
Sign Up to like & getrecommendations! Published in 2021 at "Science Advances"
DOI: 10.1126/sciadv.abd9465
Abstract: Optogenetic fMRI highlights the involvement of corticothalamic circuit as an early mediator of recovery after stroke. Poststroke optogenetic stimulations can promote functional recovery. However, the circuit mechanisms underlying recovery remain unclear. Elucidating key neural circuits… read more here.
Keywords: recovery; wide neural; stimulation; corticothalamic circuit ... See more keywords