عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
NATIONAL BIBLIOGRAPHY NUMBER
Number
LA06r9940s
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
A study on a Bionic Pattern Classifier Based on Olfactory Neural System
General Material Designation
[Article]
First Statement of Responsibility
Li, Xu; Li, Guang; Wang, Le; Freeman, Walter J, III
SUMMARY OR ABSTRACT
Text of Note
This paper presents a simulation of a biological olfactory neural system with a KIII set, which is a high-dimensional chaotic neural network. The KIII set differs from conventional artificial neural networks by use of chaotic attractors for memory locations that are accessed by, chaotic trajectories. It was designed to simulate the patterns of action potentials and EEG waveforms observed in electrophysiological experiments, and has proved its utility as a model for biological intelligence in pattern classification. An application to recognition of handwritten numerals is presented here, in which the classification performance of the KIII network under different noise levels was investigated.
SET
Date of Publication
2006
Title
UC Berkeley
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Article]
275578
a
Y
