DocumentCode
3069943
Title
Clapnet-neural net´s program simulator for classification and prediction
Author
Arutunov, K. ; Batalov, A. ; Goryashko, A. ; Lakshin, G.
Author_Institution
Inst. of Precise Mech. & Comput. Eng., Acad. of Sci., Moscow, Russia
fYear
1995
fDate
20-23 Sep 1995
Firstpage
374
Lastpage
378
Abstract
Feedforward networks with intermediate or “hidden” layers between the input and the output layers are considered. The back-propagation algorithm is a main reason for such resurgence of interest in this area because it is very simple and in some cases a wonderfully efficient method of the nets learning. Today there are a lot of program packages for simulation of artificial neural systems. Unfortunately most of them are unavailable for native programmers because of cost, for example, neural net simulator in MATLAB, or functional possibility of these systems is insufficient for developing real-world applications (for example Brain Maker Pro). The authors present a tool kit working under Windows, using above all its graphical interface, to investigate connectionist approaches in the speech processing
Keywords
backpropagation; feedforward neural nets; graphical user interfaces; multilayer perceptrons; pattern classification; speech processing; virtual machines; Clapnet; Windows; classification; feedforward networks; graphical interface; hidden layers; intermediate layers; neural net program simulator; prediction; Artificial neural networks; Biological neural networks; Brain modeling; Error correction; Feedforward systems; Graphics; Network topology; Neural networks; Predictive models; Software packages;
fLanguage
English
Publisher
ieee
Conference_Titel
Neuroinformatics and Neurocomputers, 1995., Second International Symposium on
Conference_Location
Rostov on Don
Print_ISBN
0-7803-2512-5
Type
conf
DOI
10.1109/ISNINC.1995.480883
Filename
480883
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