Synchronization regimes in a map-based model neural network |
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Authors: | E.J. Agnes R. Erichsen Jr. L.G. Brunnet |
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Affiliation: | aInstituto de Física, Universidade Federal do Rio Grande do Sul, Caixa Postal 15051, 91501-970 Porto Alegre, RS, Brazil |
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Abstract: | The dynamical activity of a neural network model composed of electrically connected map-based neurons is investigated. After detailing the behavior of the isolated neuron for a wide parameter range, collective network states are depicted using the activity, spatial correlation and time phase distribution as measures. A detailed discussion on the stability of global and partial synchronization states is presented. |
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Keywords: | Neural networks Synchronization Dynamics |
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