Title :
Effect of sinusoidal function on backpropagation learning
Author :
Karimi, Bijan ; Ashenayi, Kaveh ; Seyed, Taraneh Baradaran
Author_Institution :
New Haven Univ., CT, USA
Abstract :
The backpropagation (BP) method is modified by replacing the sigmoid function by a sinusoidal function. The leaving law is also modified. The modified procedure shows great improvement over the original BP in terms of the number of neurons and the learning time
Keywords :
backpropagation; neural nets; backpropagation learning; learning time; leaving law; neurons; sinusoidal function; Artificial neural networks; Backpropagation; Brain modeling; Character recognition; Computer networks; Equations; Frequency; Humans; Neural networks; Neurons;
Conference_Titel :
Simulation Symposium, 1992. Proceedings., 25th Annual
Conference_Location :
Orlando, FL
Print_ISBN :
0-8186-2765-4
DOI :
10.1109/SIMSYM.1992.227582
