Why do similarity matching objectives lead to Hebbian/anti-Hebbian networks?

23 March 2017

Papers citing "Why do similarity matching objectives lead to Hebbian/anti-Hebbian networks?"

7 / 7 papers shown

Title
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods Shiyu Duan José C. Príncipe MQ 20 3 0 09 Jan 2021
Kernelized information bottleneck leads to biologically plausible 3-factor Hebbian learning in deep networks Roman Pogodin P. Latham 19 34 0 12 Jun 2020
Contrastive Similarity Matching for Supervised Learning Shanshan Qin N. Mudur C. Pehlevan SSL DRL 14 1 0 24 Feb 2020
A Spiking Neural Network with Local Learning Rules Derived From Nonnegative Similarity Matching C. Pehlevan 21 18 0 04 Feb 2019
Training Neural Networks with Local Error Signals Arild Nøkland L. Eidnes 16 225 0 20 Jan 2019
Biologically Plausible Online Principal Component Analysis Without Recurrent Neural Dynamics Victor Minden C. Pehlevan D. Chklovskii 13 9 0 16 Oct 2018
Unsupervised Learning by Competing Hidden Units Dmitry Krotov J. Hopfield SSL 9 165 0 26 Jun 2018