@Article{FollmannMacaRosaPiqu:2015:PhOsNe,
author = "Follmann, Rosangela and Macau, Elbert Einstein Nehrer and Rosa
J{\'u}nior, Epaminondas and Piqueira, Jos{\'e} Roberto
Castilho",
affiliation = "{Universidade de S{\~a}o Paulo (USP)} and {Instituto Nacional de
Pesquisas Espaciais (INPE)} and {Illinois State University} and
{Universidade de S{\~a}o Paulo (USP)}",
title = "Phase oscillatory network and visual pattern recognition",
journal = "IEEE Transactions on Neural Networks and Learning Systems",
year = "2015",
volume = "26",
number = "7",
pages = "1539--1544",
month = "July",
keywords = "Associative memory, information processing, phase oscillator,
synchronization.",
abstract = "We explore a properly interconnected set of Kuramoto type
oscillators that results in a new associative-memory network
configuration, which includes second-and third-order additional
terms in the Fourier expansion of the network's coupling.
Investigation of the response of the network to different external
stimuli indicates an increase in the network capability for coding
and information retrieval. Comparison of the network output with
that of an equivalent experiment with subjects, for recognizing
perturbed binary patterns, shows comparable results between the
two approaches. We also discuss the enhanced storage capacity of
the network.",
doi = "10.1109/TNNLS.2014.2345572",
url = "http://dx.doi.org/10.1109/TNNLS.2014.2345572",
issn = "2162-237X",
language = "en",
urlaccessdate = "27 abr. 2024"
}