DocumentCode
324579
Title
Convergence monitoring in generalised Hebbian learning
Author
Paplinski, Andrew P.
Author_Institution
Sch. of Comput. Sci. & Software Eng., Monash Univ., Clayton, Vic., Australia
Volume
2
fYear
1998
fDate
4-9 May 1998
Firstpage
1372
Abstract
We discuss monitoring of the convergence of the generalised Hebbian learning algorithm which performs principal component analysis or the Karhunen-Loeve transform. We start with presentation of the details of the internal structure of the algorithm. Next, we consider a number of inter-related convergence conditions. Finally, we present example of image coding algorithm in which those conditions are verified
Keywords
Hebbian learning; convergence; image coding; neural nets; Hebbian learning; Karhunen-Loeve transform; convergence; image coding; monitoring; neural nets; principal component analysis; Computerized monitoring; Convergence; Decoding; Hebbian theory; Image coding; Karhunen-Loeve transforms; Neural networks; Neurofeedback; Neurons; Principal component analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on
Conference_Location
Anchorage, AK
ISSN
1098-7576
Print_ISBN
0-7803-4859-1
Type
conf
DOI
10.1109/IJCNN.1998.685975
Filename
685975
Link To Document