DocumentCode
314903
Title
Clifford networks: novel neural architectures for multidimensional data
Author
Howells, G. ; Bisset, D.L. ; Fairhurst, M.C.
Author_Institution
Kent Univ., Canterbury, UK
Volume
2
fYear
1997
fDate
14-17 Jul 1997
Firstpage
670
Abstract
Clifford algebra based neural networks offer an alternative model to the more traditional architectures allowing: concise abstract modelling of complex multidimensional problem domains, reduced network size compared with traditional network configurations, and improved training algorithm efficiency compared with conventional training algorithms. Colour image processing is used as an example
Keywords
neural net architecture; Clifford algebra based neural networks; Clifford networks; abstract modelling; colour image processing; complex multidimensional problem domains; multidimensional data; network configuration; network size; neural architectures; training algorithm efficiency;
fLanguage
English
Publisher
iet
Conference_Titel
Image Processing and Its Applications, 1997., Sixth International Conference on
Conference_Location
Dublin
ISSN
0537-9989
Print_ISBN
0-85296-692-X
Type
conf
DOI
10.1049/cp:19970979
Filename
615611
Link To Document