Download Hebbian Learning A...

Colin Fyfe

Format: Hardcover

Language: English

Pages: 383

Publisher: Springer; 2005 edition (December 1, 2004)

ISBN: 1852338830

Format: PDF / Kindle / ePub

Size: 6.4 MB

Downloadable formats: PDF

This publication is the result of a decade’s learn right into a speci?c structure and linked studying mechanism for an arti?cial neural community: the - chitecture includes destructive suggestions and the educational mechanism is easy Hebbian studying. The learn started with my very own thesis on the collage of Strathclyde, Scotland, lower than Professor Douglas McGregor which culminated with me being offered a PhD in 1995 [52], the identify of which was once “Negative suggestions as an establishing precept for Arti?cial Neural Networks”. obviously adequate, having proven this subject, whilst i started to sup- vise PhD scholars of my very own, we persevered to enhance this idea and this booklet owes a lot to the study and theses of those scholars on the utilized Computational Intelligence learn Unit within the college of Paisley. therefore we talk about paintings from • Dr. Darryl Charles [24] in bankruptcy five. • Dr. Stephen McGlinchey [127] in bankruptcy 7. • Dr. Donald MacDonald [121] in Chapters 6 and eight. • Dr. Emilio Corchado [29] in bankruptcy eight. We brie?y speak about one simulation from the thesis of Dr. Mark Girolami [58] in bankruptcy 6 yet don't speak about any of the remainder of his thesis because it has already seemed in publication shape [59]. We additionally needs to credits Cesar Garcia Osorio, a present PhD scholar, for the comparative learn of the 2 Exploratory Projection Pursuit networks in bankruptcy eight. All of Chapters three to eight care for unmarried move arti?cial neural networks.


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