LADE Meeting

Niccolò Tosato

Title: Emergent representations in networks trained with the Forward-Forward algorithm

Abstract

This talk presents new findings on the Forward-Forward algorithm, demonstrating that it can spontaneously organize internal representations into category-specific, highly sparse ensembles. These emergent patterns are strikingly similar to neuronal ensembles observed in cortical sensory areas, which are thought to be essential for perception and action.

Date
Jun 18, 2024 11:30 AM — 12:30 PM
Event
LADE Meeting
Location
Sala Riunioni RIT, Area Science Park
Località Padriciano 99, Trieste, 34149
Area Science Park - RIT
Area Science Park - RIT
Research Institute

The Institute of Research and Innovation Technology (RIT) at Area Science Park carries out cutting-edge research and provides services and consulting to public and private-sector users through its three laboratories equipped with state-of-the-art technology.