عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
شماره کتابشناسی ملی
شماره
LA06r9940s
عنوان و نام پديدآور
عنوان اصلي
A study on a Bionic Pattern Classifier Based on Olfactory Neural System
نام عام مواد
[Article]
نام نخستين پديدآور
Li, Xu; Li, Guang; Wang, Le; Freeman, Walter J, III
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
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.
مجموعه
تاريخ نشر
2006
عنوان
UC Berkeley
دسترسی و محل الکترونیکی
نام الکترونيکي
مطالعه متن کتاب اطلاعات رکورد کتابشناسی
نوع ماده
[Article]
کد کاربرگه
275578
اطلاعات دسترسی رکورد
سطح دسترسي
a
تكميل شده
Y
