PATTERN RECOGNITION LETTERS, cilt.26, sa.4, ss.421-431, 2005 (SCI-Expanded)
Online local learning algorithms for a laterally-connected single-layer neural network for performing linear discriminant analysis have been proposed. A convergence proof is provided for the algorithm based on Hebbian learning. The algorithms are simulated and applied to the face recognition problem. (C) 2004 Elsevier B.V. All rights reserved.