Optimization theory of Hebbian/anti-Hebbian networks for PCA and whitening

30 November 2015

Papers citing "Optimization theory of Hebbian/anti-Hebbian networks for PCA and whitening"

8 / 8 papers shown

Title
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato AAML 50 6 0 30 Jul 2023
Hebbian Semi-Supervised Learning in a Sample Efficiency Setting Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato SSL 31 22 0 16 Mar 2021
Training Convolutional Neural Networks With Hebbian Principal Component Analysis Gabriele Lagani Giuseppe Amato Fabrizio Falchi Claudio Gennaro 16 4 0 22 Dec 2020
Neuroscience-inspired online unsupervised learning algorithms Cengiz Pehlevan D. Chklovskii 35 54 0 05 Aug 2019
Biologically Plausible Online Principal Component Analysis Without Recurrent Neural Dynamics Victor Minden Cengiz Pehlevan D. Chklovskii 13 9 0 16 Oct 2018
Blind nonnegative source separation using biological neural networks Cengiz Pehlevan S. Mohan D. Chklovskii 34 38 0 01 Jun 2017
Recovery Guarantee of Non-negative Matrix Factorization via Alternating Updates Yuanzhi Li Yingyu Liang Andrej Risteski 24 30 0 11 Nov 2016
A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks Cengiz Pehlevan D. Chklovskii 11 53 0 30 Nov 2015