Non-equilibrium physics: from spin glasses to machine and neural learning

Disordered many-body systems exhibit a wide range of emergent phenomena across different scales. These complex behaviors can be utilized for various information processing tasks such as error correction, learning, and optimization. Despite the empirical success of utilizing these systems for intelli...

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Bibliographic Details
Main Author: Zhong, Weishun
Other Authors: Sompolinsky, Haim
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/152568