2 papers
cond-mat.dis-nn2024
Glassy dynamics near the interpolation transition in deep recurrent networks
John Hertz, Joanna Tyrcha
We examine learning dynamics in deep recurrent networks, focusing on the behavior near the boundary in the depth-width plane separating under- from over-parametrized networks, know…
cond-mat1994
Glassy Transition and Aging in a Model without Disorder
Silvio Franz, John Hertz
We study the off-equilibrium relaxational dynamics of the Amit-Roginsky field theory, for which the mode coupling approximation is exact. We show that complex phenomena such…