99 citations · 136 across the 2 of their papers we have counts for
3 papers
q-bio.NC2024
Structure of activity in multiregion recurrent neural networks
David G. Clark, Manuel Beiran
Neural circuits comprise multiple interconnected regions, each with complex dynamics. The interplay between local and global activity is thought to underlie computational flexibili…
q-bio.NC2020★ 99 cited
Shaping dynamics with multiple populations in low-rank recurrent networks
Manuel Beiran, Alexis Dubreuil, Adrian Valente +2
An emerging paradigm proposes that neural computations can be understood at the level of dynamical systems that govern low-dimensional trajectories of collective neural activity. H…
q-bio.NC2018★ 37 cited
Contrasting the effects of adaptation and synaptic filtering on the timescales of dynamics in recurrent networks
Manuel Beiran, Srdjan Ostojic
Neural activity exhibits a vast range of timescales that can be several fold larger than the membrane time constant of individual neurons. Two types of mechanisms have been propose…