Overparameterized neural networks implement associative memory

© 2020 National Academy of Sciences. All rights reserved. Identifying computational mechanisms for memorization and retrieval of data is a long-standing problem at the intersection of machine learning and neuroscience. Our main finding is that standard overparameterized deep neural networks trained...

Full description

Bibliographic Details
Main Authors: Radhakrishnan, Adityanarayanan, Belkin, Mikhail, Uhler, Caroline
Other Authors: Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
Format: Article
Language:English
Published: Proceedings of the National Academy of Sciences 2021
Online Access:https://hdl.handle.net/1721.1/134539