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A Hebbian/Anti-Hebbian Network for Online Sparse Dictionary Learning Derived from Symmetric Matrix Factorization
2 March 2015
Tao Hu
Cengiz Pehlevan
D. Chklovskii
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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
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
Timoleon Moraitis
Dmitry Toichkin
Adrien Journé
Yansong Chua
Qinghai Guo
AAML
BDL
162
29
0
12 Jul 2021
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
Cengiz Pehlevan
D. Chklovskii
96
55
0
05 Aug 2019
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
Cengiz Pehlevan
S. Mohan
D. Chklovskii
125
39
0
01 Jun 2017
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
Yuansi Chen
Cengiz Pehlevan
D. Chklovskii
39
1
0
11 Dec 2016
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
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
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
Cengiz Pehlevan
D. Chklovskii
79
45
0
02 Mar 2015
1