Acceleration techniques for the network inversion algorithm
Citation
H. Takizawa et al., Acceleration techniques for the network inversion algorithm, IEICE T INF, E82D(2), 1999, pp. 508-511
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
SICI code
0916-8532(199902)E82D:2<508:ATFTNI>2.0.ZU;2-U
Abstract
We apply two acceleration techniques for the backpropagation algorithm to a
n iterative gradient descent algorithm called the network inversion algorit
hm. Experimental results show that these techniques are also quite effectiv
e to decrease the number of iterations required for the detection of input
vectors on the classification bouudary of a multilayer perceptron.