Novel Bionic Model for Pattern Recognition

摘要：

In this paper, a novel bionic model and it performance to pattern recognition is researched. The model consists of a bulb model and a 3-layered cortical model; mimicking the main features of the olfactory system. The bulb and cortical models are connected by feed forward and feedback fibers with distributed delays. The Iris dataset from UCI repository contains 3 classes of 50 instances each, where each class refers to a type of iris plant was classified. The performance of the novel model was compared with previously published methods.

关键词： Olfactory system Bionic model Pattern recognition

作者: Eduardo Gonzalez Yusely Ruiz Guang Li

作者单位: Biomedical Engineering Department, Zhejiang University, Hangzhou 310027, China

会议类型: 国际会议

会议名称: The Second International Conference on Cognitive Neurodynamics--2009(第二届国际认知神经动力学会议)

会议地点: 杭州

会议语种:英文

页码: 537-542

在线出版日期: 2009-11-15（万方平台首次上网日期，不代表论文的发表时间）