Error weighting in Artificial Neural Networks learning interpreted as a metaplasticity model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4527 LNCS, Issue PART 1, 2007, Pages 244-252

  Andina, Diego ^a   Jevtiè, Aleksandar ^a   Marcano, Alexis ^a   Barron Adame J M ^b  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

^b UNIVERSITY OF GUANAJUATO   (Mexico)

Author keywords

Backpropagation training algorithm; Binary detection; Metaplasticity; Neural Networks

Indexed keywords

BACKPROPAGATION; LEARNING SYSTEMS; NEURONS; PLASTICITY;

BINARY DETECTION; METAPLASTICITY MODEL;

NEURAL NETWORKS;

EID: 38149009665     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73053-8_24     Document Type: Conference Paper

References (6)

1. Andina D. Phani D.T. (Eds). Computational Intelligence for Engineering and Manufacturing. Springer-Verlag, Germany, March 2007.
2. Godoy Simoes M. Ropero Pelaez J. A computational model of synaptic metaplasticity. Proceedings of the International Joint Conference on Neural Networks, 1999.
3. P. Friedrich P. Tompa. Synaptic metaplasticity and the local charge effect in postsynaptic densities. Trends in Neuroscience, 3(21):pp. 97-101, May 1998.
4. Andina D. Jevtić A. Improved multilayer perceptron design by weighted learning. Proc. of the 2007 IEEE International Symposium on Industrial Electronics ISIE 2001, Vigo, Spain, Vol.(15):6 pp., June 2007.
5. Alarcón M.J. Torres-Alegre S. Andina D. Behavior of a binary detector based on an ann digital implementation in the presence of seu simulations. Proc. of III World Multiconference on Systemics, Cybernetics and Informatics (SCI'99) and 5th International Conference on Information Systems Analysis and Synthesis (ISAS'99), Orlando, Florida, USA, Vol.(3):pp. 616-619, July-August 1999.
6. Marcum J. A statistical theory of target detection by pulsed radar. IEEE Transactions on Information Theory April 1960., Vol. (6, Issue 2):pp. 59-267, April 1960.