From Associative Memories to Deep Networks

About fifty years ago, holography was proposed as a model of associative memory. Associative memories with similar properties were soon after implemented as simple networks of threshold neurons by Willshaw and Longuet-Higgins. In these pages I will show that today’s deep nets are an incremental impr...

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Bibliographic Details
Main Author: Poggio, Tomaso
Format: Technical Report
Published: Center for Brains, Minds and Machines (CBMM) 2021
Online Access:https://hdl.handle.net/1721.1/129402