Optimization of Modular Neural Network, Using Genetic Algorithms: The Case of Face and Voice Recognition

2008 ◽  
pp. 151-169
Author(s):  
José M. Villegas ◽  
Alejandra Mancilla ◽  
Patricia Melin
Keyword(s):  
Neural Network ◽  
Genetic Algorithms ◽  
Voice Recognition ◽  
Modular Neural Network

scholarly journals Generation of Variations on Theme Music Based on Impressions of Story Scenes Considering Human's Feeling of Music and Stories

2008 ◽  
Vol 2008 ◽  
pp. 1-9 ◽  
Author(s):  
Kenkichi Ishizuka ◽  
Takehisa Onisawa
Keyword(s):  
Neural Network ◽  
Genetic Algorithms ◽  
Present System ◽  
Numerical Information ◽  
Modular Neural Network ◽  
Fitness Functions ◽  
On Line ◽  
Music Generation ◽  
Original Theme

This paper describes a system which generates variations on theme music fitting to story scenes represented by texts and/or pictures. Inputs to the present system are original theme music and numerical information on given story scenes. The present system varies melodies, tempos, tones, tonalities, and accompaniments of given theme music based on impressions of story scenes. Genetic algorithms (GAs) using modular neural network (MNN) models as fitness functions are applied to music generation in order to reflect user's feeling of music and stories. The present system adjusts MNN models for each user on line. This paper also describes the evaluation experiments to confirm whether the generated variations on theme music reflect impressions of story scenes appropriately or not.

Optimizing Time-multiplexing Raster Cellular Neural Network simulator using genetic algorithms with RK8(6)

2011 ◽  
Vol 3 (6) ◽  
pp. 87-90
Author(s):  
O. H. Abdelwahed O. H. Abdelwahed ◽  
◽  
M. El-Sayed Wahed ◽  
O. Mohamed Eldaken
Keyword(s):  
Neural Network ◽  
Genetic Algorithms ◽  
Cellular Neural Network ◽  
Network Simulator
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