2 papers
cs.LG2025
Analog Foundation Models
Julian Büchel, Iason Chalas, Giovanni Acampa +7
Analog in-memory computing (AIMC) is a promising compute paradigm to improve speed and power efficiency of neural network inference beyond the limits of conventional von Neumann-ba…
cs.LG2024
Can We Understand Plasticity Through Neural Collapse?
Guglielmo Bonifazi, Iason Chalas, Gian Hess +1
This paper explores the connection between two recently identified phenomena in deep learning: plasticity loss and neural collapse. We analyze their correlation in different scenar…