2 papers
cs.LG2026
Flat Channels to Infinity in Neural Loss Landscapes
Flavio Martinelli, Alexander Van Meegen, Berfin ÅimÅek +2
The loss landscapes of neural networks contain minima and saddle points that may be connected in flat regions or appear in isolation. We identify and characterize a special structu…
q-bio.NC2025
Connectivity structure and dynamics of nonlinear recurrent neural networks
David G. Clark, Owen Marschall, Alexander van Meegen +1
Studies of the dynamics of nonlinear recurrent neural networks often assume independent and identically distributed couplings, but large-scale connectomics data indicate that biolo…