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Chaos in a quantum neuron: An open system approach.

Authors :
de Paula Neto, Fernando M.
de Oliveira, Wilson R.
Ludermir, Teresa B.
da Silva, Adenilton J.
Source :
Neurocomputing. Jul2017, Vol. 246, p3-11. 9p.
Publication Year :
2017

Abstract

Researches in natural neuron dynamics have shown that phase transition and chaos provide optimal behaviour for information processing. In artificial neural models that behavior is expected also to maximize the neuron learnability. By employing an open quantum systems approach, we propose a new quantum information extraction method in the quantum RAM node dynamics where complex values are iterated. We experimentally show bifurcation and chaos emergence by varying their parameters. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09252312
Volume :
246
Database :
Academic Search Index
Journal :
Neurocomputing
Publication Type :
Academic Journal
Accession number :
122646230
Full Text :
https://doi.org/10.1016/j.neucom.2016.06.081