State-Space Representations of Deep Neural Networks
Work
Year: 2019
Type: article
Abstract: This paper deals with neural networks as dynamical systems governed by differential or difference equations. It shows that the introduction of skip connections into network architectures, such as resi... more
Source: Neural Computation
Institution Pennsylvania State University
Cites: 17
Cited by: 8
Related to: 10
FWCI: 1.036
Citation percentile (by year/subfield): 61.79
Subfield: Statistical and Nonlinear Physics
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: green