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Activation function dependence of the storage capacity of treelike
  neural networks

Activation function dependence of the storage capacity of treelike neural networks

21 July 2020
Jacob A. Zavatone-Veth
Cengiz Pehlevan
ArXivPDFHTML

Papers citing "Activation function dependence of the storage capacity of treelike neural networks"

4 / 4 papers shown
Title
Exact full-RSB SAT/UNSAT transition in infinitely wide two-layer neural networks
Exact full-RSB SAT/UNSAT transition in infinitely wide two-layer neural networks
B. Annesi
Enrico M. Malatesta
Francesco Zamponi
61
2
0
09 Oct 2024
Shaping the learning landscape in neural networks around wide flat
  minima
Shaping the learning landscape in neural networks around wide flat minima
Carlo Baldassi
Fabrizio Pittorino
R. Zecchina
MLT
36
82
0
20 May 2019
Reconciling modern machine learning practice and the bias-variance
  trade-off
Reconciling modern machine learning practice and the bias-variance trade-off
M. Belkin
Daniel J. Hsu
Siyuan Ma
Soumik Mandal
174
1,628
0
28 Dec 2018
Exponential expressivity in deep neural networks through transient chaos
Exponential expressivity in deep neural networks through transient chaos
Ben Poole
Subhaneil Lahiri
M. Raghu
Jascha Narain Sohl-Dickstein
Surya Ganguli
83
587
0
16 Jun 2016
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