Understanding Deep Learning using Topological Dynamical Systems, Index Theory, and Homology.

Published in: CoRR (2022)

Keyphrases

dynamical systems
deep learning
nonlinear dynamical systems
control theory
unsupervised learning
mental models
unsupervised feature learning
phase space
object detection
weakly supervised
predictive state representations
search algorithm
object recognition
high dimensional
state space