Memory Capacity of Two Layer Neural Networks with Smooth Activations-Reference-Cited by-同舟云学术

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Memory Capacity of Two Layer Neural Networks with Smooth Activations

Published:2024-07-16 Issue:3 Volume:6 Page:679-702
ISSN:2577-0187
Container-title:SIAM Journal on Mathematics of Data Science
language:en
Short-container-title:SIAM Journal on Mathematics of Data Science

Author:

Madden Liam¹,Thrampoulidis Christos¹

Affiliation:

1. Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada.

Funder

Natural Sciences and Engineering Research Council of Canada

University of British Columbia

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Reference20 articles.

1. Identifiability of parameters in latent structure models with many observed variables

2. Perturbed Identity Matrices Have High Rank: Proof and Applications

3. Linear Algebra Done Right

4. On the capabilities of multilayer perceptrons

5. Reconciling modern machine-learning practice and the classical bias–variance trade-off

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