A Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse Features

2 March 2015

Papers citing "A Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse Features"

10 / 10 papers shown

Title
Revisiting Gaussian Neurons for Online Clustering with Unknown Number of Clusters O. Eidheim 21 1 0 02 May 2022
SoftHebb: Bayesian Inference in Unsupervised Hebbian Soft Winner-Take-All Networks Timoleon Moraitis Dmitry Toichkin Adrien Journé Yansong Chua Qinghai Guo AAML BDL 68 28 0 12 Jul 2021
Neuroscience-inspired online unsupervised learning algorithms Cengiz Pehlevan D. Chklovskii 35 54 0 05 Aug 2019
Biologically plausible deep learning -- but how far can we go with shallow networks? Bernd Illing W. Gerstner Johanni Brea 30 94 0 27 Feb 2019
A Spiking Neural Network with Local Learning Rules Derived From Nonnegative Similarity Matching Cengiz Pehlevan 29 18 0 04 Feb 2019
Training Neural Networks with Local Error Signals Arild Nøkland L. Eidnes 32 226 0 20 Jan 2019
Unsupervised Learning by Competing Hidden Units Dmitry Krotov J. Hopfield SSL 20 166 0 26 Jun 2018
Blind nonnegative source separation using biological neural networks Cengiz Pehlevan S. Mohan D. Chklovskii 34 38 0 01 Jun 2017
Optimization theory of Hebbian/anti-Hebbian networks for PCA and whitening Cengiz Pehlevan D. Chklovskii 25 17 0 30 Nov 2015
A Hebbian/Anti-Hebbian Network for Online Sparse Dictionary Learning Derived from Symmetric Matrix Factorization Tao Hu Cengiz Pehlevan D. Chklovskii 33 33 0 02 Mar 2015