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Normalization effects on shallow neural networks and related asymptotic
  expansions

Normalization effects on shallow neural networks and related asymptotic expansions

20 November 2020
Jiahui Yu
K. Spiliopoulos
ArXivPDFHTML

Papers citing "Normalization effects on shallow neural networks and related asymptotic expansions"

4 / 4 papers shown
Title
Kernel Limit of Recurrent Neural Networks Trained on Ergodic Data
  Sequences
Kernel Limit of Recurrent Neural Networks Trained on Ergodic Data Sequences
Samuel Chun-Hei Lam
Justin A. Sirignano
K. Spiliopoulos
30
2
0
28 Aug 2023
Separation of Scales and a Thermodynamic Description of Feature Learning
  in Some CNNs
Separation of Scales and a Thermodynamic Description of Feature Learning in Some CNNs
Inbar Seroussi
Gadi Naveh
Zohar Ringel
35
50
0
31 Dec 2021
Trainability and Accuracy of Neural Networks: An Interacting Particle
  System Approach
Trainability and Accuracy of Neural Networks: An Interacting Particle System Approach
Grant M. Rotskoff
Eric Vanden-Eijnden
59
118
0
02 May 2018
Benefits of depth in neural networks
Benefits of depth in neural networks
Matus Telgarsky
148
602
0
14 Feb 2016
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