Geodesic
Implementation of a~neural WTA-network on the memristor crossbar
Prikladnaya Diskretnaya Matematika. Supplement, no. 8 (2015), pp. 151-154

Voir la notice de l'article provenant de la source Math-Net.Ru

An algorithm for mapping the weighting coefficients matrix of a neural WTA (“Winner Takes All”) network onto a memristor crossbar is proposed. The neural WTA network built on the basis of the memristor crossbar is simulated using the LTSPICE program. The simulation results can be used both in mathematical modelling and in the physical implementation of the neural networks with the memristor interconnections.
Keywords: memristor, crossbar, neural network, weighting coefficients matrix, WTA.
Mots-clés : memristance 
@article{PDMA_2015_8_a58,
     author = {M. S. Tarkov},
     title = {Implementation of a~neural {WTA-network} on the memristor crossbar},
     journal = {Prikladnaya Diskretnaya Matematika. Supplement},
     pages = {151--154},
     publisher = {mathdoc},
     number = {8},
     year = {2015},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/PDMA_2015_8_a58/}
}
TY  - JOUR
AU  - M. S. Tarkov
TI  - Implementation of a~neural WTA-network on the memristor crossbar
JO  - Prikladnaya Diskretnaya Matematika. Supplement
PY  - 2015
SP  - 151
EP  - 154
IS  - 8
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/PDMA_2015_8_a58/
LA  - ru
ID  - PDMA_2015_8_a58
ER  - 
%0 Journal Article
%A M. S. Tarkov
%T Implementation of a~neural WTA-network on the memristor crossbar
%J Prikladnaya Diskretnaya Matematika. Supplement
%D 2015
%P 151-154
%N 8
%I mathdoc
%U http://geodesic.mathdoc.fr/item/PDMA_2015_8_a58/
%G ru
%F PDMA_2015_8_a58
M. S. Tarkov. Implementation of a~neural WTA-network on the memristor crossbar. Prikladnaya Diskretnaya Matematika. Supplement, no. 8 (2015), pp. 151-154. http://geodesic.mathdoc.fr/item/PDMA_2015_8_a58/