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
Link To Document :
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