A Normative and Biologically Plausible Algorithm for Independent Component Analysis

17 November 2021

Papers citing "A Normative and Biologically Plausible Algorithm for Independent Component Analysis"

10 / 10 papers shown

Title
A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit Yanis Bahroun Anirvan M. Sengupta D. Chklovskii 20 6 0 10 Feb 2021
A Neural Network with Local Learning Rules for Minor Subspace Analysis Yanis Bahroun D. Chklovskii 35 1 0 10 Feb 2021
A biologically plausible neural network for multi-channel Canonical Correlation Analysis David Lipshutz Yanis Bahroun Siavash Golkar Anirvan M. Sengupta Dmitri B. Chkovskii 33 23 0 01 Oct 2020
Blind Bounded Source Separation Using Neural Networks with Local Learning Rules A. Erdogan Cengiz Pehlevan BDL 21 4 0 11 Apr 2020
Neuroscience-inspired online unsupervised learning algorithms Cengiz Pehlevan D. Chklovskii 80 55 0 05 Aug 2019
A Spiking Neural Network with Local Learning Rules Derived From Nonnegative Similarity Matching Cengiz Pehlevan 60 18 0 04 Feb 2019
Dendritic cortical microcircuits approximate the backpropagation algorithm João Sacramento Rui Ponte Costa Yoshua Bengio Walter Senn 86 313 0 26 Oct 2018
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning Aapo Hyvarinen Hiroaki Sasaki Richard Turner OOD CML 100 331 0 22 May 2018
Learning Independent Features with Adversarial Nets for Non-linear ICA Philemon Brakel Yoshua Bengio OOD CML 74 94 0 13 Oct 2017
A Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse Features Cengiz Pehlevan D. Chklovskii 77 45 0 02 Mar 2015