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A Hebbian/Anti-Hebbian Network for Online Sparse Dictionary Learning
  Derived from Symmetric Matrix Factorization
v1v2 (latest)

A Hebbian/Anti-Hebbian Network for Online Sparse Dictionary Learning Derived from Symmetric Matrix Factorization

2 March 2015
Tao Hu
Cengiz Pehlevan
D. Chklovskii
ArXiv (abs)PDFHTML

Papers citing "A Hebbian/Anti-Hebbian Network for Online Sparse Dictionary Learning Derived from Symmetric Matrix Factorization"

12 / 12 papers shown
Title
Continuously Learning to Detect People on the Fly: A Bio-inspired Visual
  System for Drones
Continuously Learning to Detect People on the Fly: A Bio-inspired Visual System for Drones
A. Safa
I. Ocket
A. Bourdoux
Hichem Sahli
F. Catthoor
Georges G. E. Gielen
52
1
0
16 Feb 2022
SoftHebb: Bayesian Inference in Unsupervised Hebbian Soft
  Winner-Take-All Networks
SoftHebb: Bayesian Inference in Unsupervised Hebbian Soft Winner-Take-All Networks
Timoleon Moraitis
Dmitry Toichkin
Adrien Journé
Yansong Chua
Qinghai Guo
AAMLBDL
162
29
0
12 Jul 2021
Structured and Deep Similarity Matching via Structured and Deep Hebbian
  Networks
Structured and Deep Similarity Matching via Structured and Deep Hebbian Networks
D. Obeid
Hugo Ramambason
Cengiz Pehlevan
FedML
58
20
0
11 Oct 2019
Neuroscience-inspired online unsupervised learning algorithms
Neuroscience-inspired online unsupervised learning algorithms
Cengiz Pehlevan
D. Chklovskii
96
55
0
05 Aug 2019
A Spiking Neural Network with Local Learning Rules Derived From
  Nonnegative Similarity Matching
A Spiking Neural Network with Local Learning Rules Derived From Nonnegative Similarity Matching
Cengiz Pehlevan
80
18
0
04 Feb 2019
Blind nonnegative source separation using biological neural networks
Blind nonnegative source separation using biological neural networks
Cengiz Pehlevan
S. Mohan
D. Chklovskii
125
39
0
01 Jun 2017
Why do similarity matching objectives lead to Hebbian/anti-Hebbian
  networks?
Why do similarity matching objectives lead to Hebbian/anti-Hebbian networks?
Cengiz Pehlevan
Anirvan M. Sengupta
D. Chklovskii
70
79
0
23 Mar 2017
Self-calibrating Neural Networks for Dimensionality Reduction
Self-calibrating Neural Networks for Dimensionality Reduction
Yuansi Chen
Cengiz Pehlevan
D. Chklovskii
39
1
0
11 Dec 2016
Recovery Guarantee of Non-negative Matrix Factorization via Alternating
  Updates
Recovery Guarantee of Non-negative Matrix Factorization via Alternating Updates
Yuanzhi Li
Yingyu Liang
Andrej Risteski
167
30
0
11 Nov 2016
Learning overcomplete, low coherence dictionaries with linear inference
Learning overcomplete, low coherence dictionaries with linear inference
J. Livezey
Alejandro F. Bujan
Friedrich T. Sommer
48
2
0
10 Jun 2016
Optimization theory of Hebbian/anti-Hebbian networks for PCA and
  whitening
Optimization theory of Hebbian/anti-Hebbian networks for PCA and whitening
Cengiz Pehlevan
D. Chklovskii
77
17
0
30 Nov 2015
A Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix
  Factorization Can Cluster and Discover Sparse Features
A Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse Features
Cengiz Pehlevan
D. Chklovskii
79
45
0
02 Mar 2015
1