Rectangular knot diagrams classification with deep learning
Work
Year: 2022
Type: article
Abstract: In this paper, we discuss applications of neural networks to recognizing knots and, in particular, to the unknotting problem. One of the motivations for this study is to understand how neural networks... more
Institutions University of Illinois Chicago, Novosibirsk State University, Institute of Informatics Problems, Sobolev Institute of Mathematics
Cites: 16
Cited by: 3
Related to: 10
FWCI: 1.169
Citation percentile (by year/subfield): 66.33
Subfield: Geometry and Topology
Field: Mathematics
Domain: Physical Sciences
Open Access status: green