Universal characteristics of deep neural network loss surfaces from random matrix theory.
Nicholas P. BaskervilleJonathan P. KeatingFrancesco MezzadriJoseph NajnudelDiego GranziolPublished in: CoRR (2022)
Keyphrases
- neural network
- random matrix theory
- three dimensional
- artificial neural networks
- machine learning
- fuzzy logic
- pattern recognition
- image processing
- surface reconstruction
- back propagation
- self organizing maps
- kernel methods
- neural network model
- feed forward
- range data
- multilayer perceptron
- neural nets
- genetic algorithm