Response of the two neuron cellular neural network to time dependent inputs

Mireia Vinyoles-Serra, Xavier Vilasís-Cardona

Producción científica: Capítulo del libroContribución a congreso/conferenciarevisión exhaustiva

Resumen

The two neuron CNN system with piecewise linear activation function and time dependent external inputs is analyzed and the parametric solutions for the trajectories are given. We look then at the particular case in which the CNN has an antisymmetric template and sine external input. For particular parameter values, this example has been found in the literature to have chaotic behavior. We use the trajectories solution to study the sensitivity of the system to initial conditions and the possibility of self-intersecting trajectories. Both results characterize a chance for a chaotic behavior.

Idioma originalInglés
Título de la publicación alojada2011 20th European Conference on Circuit Theory and Design, ECCTD 2011
Páginas222-225
Número de páginas4
DOI
EstadoPublicada - 2011
Evento2011 20th European Conference on Circuit Theory and Design, ECCTD 2011 - Linkoping, Suecia
Duración: 29 ago 201131 ago 2011

Serie de la publicación

Nombre2011 20th European Conference on Circuit Theory and Design, ECCTD 2011

Conferencia

Conferencia2011 20th European Conference on Circuit Theory and Design, ECCTD 2011
País/TerritorioSuecia
CiudadLinkoping
Período29/08/1131/08/11

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