ICC   25427
INSTITUTO DE INVESTIGACION EN CIENCIAS DE LA COMPUTACION
Unidad Ejecutora - UE
artículos
Título:
Information, Stability and Learning Complexity in Associative Memories
Autor/es:
SEGURA. ENRIQUE CARLOS
Revista:
International Journal of Management Science and Operations Research
Editorial:
PERGAMON-ELSEVIER SCIENCE LTD
Referencias:
Lugar: Amsterdam; Año: 2016 vol. 1 p. 49 - 53
Resumen:
Therelationshipbetween amount of information and learning complexity is studied forthe discrete Hopfield model of associative memory. More precisely, weanalize, from a statistical point of view, the relation between theprobability of a state of the system to be a stable equilibrium(i.e. a memory) and a value of entropy or uncertainty associated toit. Computer experiments are made to confirm these results.