V Congreso Latinoamericano de Ingeniería Biomédica (CLAIB2011)

A Bionic Model Inspired on the Olfactory System
González Moreira Eduardo, Ruiz González Yusely

##manager.scheduler.building##: Palacio de Convenciones de La Habana
##manager.scheduler.room##: Sala 12
Fecha: 2011-05-19 12:00  – 01:30
Última modificación: 2011-04-14 11:54

Resumen


In this paper, a novel bionic model and its performance in pattern recognition is presented and discussed. The model based on the main features of the olfactory system is composed from a bulb model and a 3-layered cortical model. The olfactory bulb and cortex models are connected with distributed delays by feed-forward and feedback fibers. Its accuracy and efficiency are demonstrated in this report on an application to human face recognition. The model is compared with other pattern recognition algorithms.