Biomedical Signal Processing : Soft Computing Techniques - Softcover

R. Kshirsagar, Pravin; G. Akojwar, Sudhir

 
9786137340165: Biomedical Signal Processing : Soft Computing Techniques
Softcover
ISBN 10: 6137340163 ISBN 13: 9786137340165
Verlag: LAP LAMBERT Academic Publishing, 2018

Inhaltsangabe

This book proposes two novel algorithms for function classification and prediction that extends a three layered Feed Forward Neural Network (FFNN) and the standard Generalized Regression Neural Network (GRNN).In this book genetic algorithm(GA) is used inside the particle swarm optimization(PSO) algorithm to bring the worst particle in PSO search space nearer to the food. This helps in faster convergence of PSO algorithm and the possibility of the algorithm to get stuck at the local minima is eliminated.The detailed analysis of results and comparisons show that the proposed algorithms have effectively improved the performance of a neural network as a classifier and predictor and obtained the better accuracy with minimum mean square error than the non optimized neural networks.

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Über die Autorin bzw. den Autor

Dr. Pravin R. Kshirsagar, Associate Professor, ETC Department,at GHRECM, Pune (M.S),India.Dr. Sudhir G. Akojwar, Associate Professor, Head, Department of Electronics and Telecommunication Engineering, at Government College of engineering, Chandrapur, (M.S.), India.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
6137340163
ISBN 13 
9786137340165
Einband
Taschenbuch
Anzahl der Seiten
160
Kontakt zum Hersteller
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Verantwortliche Person
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