Why Do Similarity Matching Objectives Lead to Hebbian/Anti-Hebbian Networks?
Work
Year: 2017
Type: article
Abstract: Modeling self-organization of neural networks for unsupervised learning using Hebbian and anti-Hebbian plasticity has a long history in neuroscience. Yet, derivations of single-layer networks with suc... more
Source: Neural Computation
Institutions Flatiron Health (United States), Flatiron Institute, Rutgers, The State University of New Jersey, NYU Langone Health
Cites: 39
Cited by: 70
Related to: 10
FWCI: 3.187
Citation percentile (by year/subfield): 88.43
Subfield: Electrical and Electronic Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: hybrid