Title :
Clifford networks: novel neural architectures for multidimensional data
Author :
Howells, G. ; Bisset, D.L. ; Fairhurst, M.C.
Author_Institution :
Kent Univ., Canterbury, UK
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;
Conference_Titel :
Image Processing and Its Applications, 1997., Sixth International Conference on
Conference_Location :
Dublin
Print_ISBN :
0-85296-692-X
DOI :
10.1049/cp:19970979