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Article(3)
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International Journal of Neural Systems(1)
Neurocomputing(1)
Physica A: Statistical Mechanics and its Applications(1)
Learning sequences of sparse correlated patterns using small-world attractor neural networks: An application to traffic videos
ArticleAbstract: The goal of this work is to learn and retrieve a sequence of highly correlated patterns using a HopfPalabras claves:Attractor network, Correlated patterns, small-world, Sparse-coding, Temporal sequence, Traffic analysis, Video retrievalAutores:Dominguez D., Mario González-Rodríguez, Sanchez A.Fuentes:googlescopusRetrieval of noisy fingerprint patterns using metric attractor networks
ArticleAbstract: This work experimentally analyzes the learning and retrieval capabilities of the diluted metric attrPalabras claves:Attractor network, Fingerprint retrieval, Metric connectivity, small-world, Sparse-coding, Threshold dynamicsAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopusStructured patterns retrieval using a metric attractor network: Application to fingerprint recognition
ArticleAbstract: The ability of a metric attractor neural networks (MANN) to learn structured patterns is analyzed. IPalabras claves:Attractor network, Fingerprint retrieval, Neurodynamics, small-world, Structured patternsAutores:Dominguez D., Doria F.F., Erichsen R., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopus