Title :
Incorporating a priori knowledge into neural networks
Author :
Anguita, D. ; Ridella, S. ; Rovetta, S. ; Zunino, R.
Author_Institution :
Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
fDate :
10/26/1995 12:00:00 AM
Abstract :
A correct interval arithmetic back-propagation (IABP) algorithm is derived that allows one to incorporate some a priori knowledge into a neural classifier. The proposed method also allows a straightforward circuit implementation
Keywords :
analogue processing circuits; backpropagation; multilayer perceptrons; pattern classification; MLP; a priori knowledge incorporation; interval arithmetic back-propagation algorithm; neural classifier; neural networks;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19951309
