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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)
Neurocomputing(2)
Physica A: Statistical Mechanics and its Applications(1)
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics(1)
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Ciencias de la computación(4)
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Block attractor in spatially organized neural networks
ArticleAbstract: The model of attractor neural network on the small-world topology (local and random connectivity) isPalabras claves:Block attractor, Hebbian learning, Neural networks, pattern recognition, Small worldAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B.Fuentes:googlescopusFine-Tuning of Patterns Assignment to Subnetworks Increases the Capacity of an Attractor Network Ensemble
Conference ObjectAbstract: It is known that dividing an attractor network into a set of subnetworks whose connectivity is equivPalabras claves:Ensemble of diluted modules, Module input optimization, Overlap driven assignment, Retinal images retrieval, Structured patternsAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopusFingerprint Retrieval Using a Specialized Ensemble of Attractor Networks
Conference ObjectAbstract: We tested the performance of the Ensemble of Attractor Neural Networks (EANN) model for fingerprintPalabras claves:Hopfield network, Module specialization, Pattern sparseness, Storage capacity, Synaptic dilutionAutores:Carlos Dávila, Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopusModeling sustainability report scoring sequences using an attractor network
ArticleAbstract: This work experimentally explores the metric Attractor Neural Network for modeling Corporate SustainPalabras claves:Attractor network modeling, Global reporting initiative, Metric connectivity, mutual informationAutores:Alonso-Almeida M.d.M., Avila C., Dominguez D., Mario González-RodríguezFuentes:googlescopusModeling sustainability reporting with ternary attractor neural networks
Conference ObjectAbstract: This work models the Corporate Sustainability General Reporting Initiative (GRI) using a ternary attPalabras claves:Bi-linear and Bi-quadratic retrieval, Sustainability, Ternary codingAutores:Dominguez D., Guerrero C., Mario González-Rodríguez, Odette Pantoja-Díaz, Rodríguez F.B.Fuentes:googlescopusStructured information in small-world neural networks
ArticleAbstract: The retrieval abilities of spatially uniform attractor networks can be measured by the global overlaPalabras claves:Autores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Serrano E.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