1 citations · 1 across the 3 of their papers we have counts for
3 papers
cond-mat.dis-nn2024
Sparse learning enabled by constraints on connectivity and function
Mirza M. Junaid Baig, Armen Stepanyants
Sparse connectivity is a hallmark of the brain and a desired property of artificial neural networks. It promotes energy efficiency, simplifies training, and enhances the robustness…
physics.bio-ph2003
Has the Brain Maximized its Information Storage Capacity?
Armen Stepanyants
Learning and memory may rely on the ability of neuronal circuits to reorganize by dendritic spine remodeling. We have looked for geometrical parameters of cortical circuits, which…
physics.bio-ph2003★ 1 cited
Branching Law for Axons
Dmitri B. Chklovskii, Armen Stepanyants
What determines the caliber of axonal branches? We pursue the hypothesis that the axonal caliber has evolved to minimize signal propagation delays, while keeping arbor volume to a…