4 resultados para Medical Neurobiology

em Boston University Digital Common


Relevância:

20.00% 20.00%

Publicador:

Resumo:

http://www.archive.org/details/equatorssnowype00crawuoft

Relevância:

20.00% 20.00%

Publicador:

Resumo:

http://www.archive.org/details/howfartotheneare012020mbp

Relevância:

20.00% 20.00%

Publicador:

Resumo:

Lewis proposes "reconceptualization" (p. 1) of how to link the psychology and neurobiology of emotion and cognitive-emotional interactions. His main proposed themes have actually been actively and quantitatively developed in the neural modeling literature for over thirty years. This commentary summarizes some of these themes and points to areas of particularly active research in this area.

Relevância:

20.00% 20.00%

Publicador:

Resumo:

This paper shows how knowledge, in the form of fuzzy rules, can be derived from a self-organizing supervised learning neural network called fuzzy ARTMAP. Rule extraction proceeds in two stages: pruning removes those recognition nodes whose confidence index falls below a selected threshold; and quantization of continuous learned weights allows the final system state to be translated into a usable set of rules. Simulations on a medical prediction problem, the Pima Indian Diabetes (PID) database, illustrate the method. In the simulations, pruned networks about 1/3 the size of the original actually show improved performance. Quantization yields comprehensible rules with only slight degradation in test set prediction performance.