Episode 52: Deep learning theory
Brain Inspired Podcast 2019

Intriguing phenomena in training and generalization dynamics of deep networks
ICML Workshop on Deep Learning Phenomena 2019

High-dimensional dynamics of generalization error in neural networks
Deep Learning Indabaš¯•¸ 2019

A theory of deep learning dynamics
DeepMath 2018

Learning dynamics in deep linear neural networks
Temporal Dynamics of Learning Seminar, UCSD 2017

Hallmarks of deep learning in the brain
Minds, Brains and Machines Symposium 2016

Exact solutions to the nonlinear dynamics of deep learning
ICLR 2014