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Publications

Journals:
• Increasing Boltzmann Machine Learning Speed and Accuracy with the High Order Decimation
Method, E. Farguell, E. Gomez-Ramirez, F. Mazzanti, Research in computing science, CIC-IPN,
vol. 21, pp. 3-12, 2006; ISSN: 1870-406.
• Boltzmann Machines Reduction by High-Order Decimation, E. Farguell, F. Mazzanti, E. Gomez-
Ramirez, IEEE Transactions on Neural Networks, vol. 19, num. 10, pp. 1816-1821, 2008; ISSN:
1045-9227.

Book chapters:
• Boltzmann Machines Learning Using High Order Decimation, E. Farguell, E. Gomez-Ramirez, F.
Mazzanti, Hybrid Intelligent Systems: Analysis and Design, Studies in Fuzziness and Soft
Computing, ed. Springer (O. Castillo, P. Melin, J. Kacprzyk i M. Pedrycz.); vol. 208, 2007; ISBN:
3-540-37419-1.

Workshops and seminars:
• Boltzmann Machines Learning Using High Order Decimation, E. Farguell, F. Mazzanti,
International Seminar on Computational Intelligence, 2005 (ISCI05), Ciudad de México, México,
2005.
• Desenvolupament de Tècniques per a Incrementar Velocitat i Precisió a l’Aprenentatge de la
Màquina de Boltzmann, E. Farguell, F. Mazzanti, Novè Congrés Català d’Intel·ligència Artificial
(CCIA’2006), Perpignan, France, 2006.
• Increasing Boltzmann Machina Learning Speed and Accuracy with the High Order Decimation
Method, E. Farguell, E. Gomez-Ramirez, F. Mazzanti, NNAM 2006, Neural Networks and
Associative Memories, Magno Congreso Internacional de Computación, Ciudad de México,
México, 2006.
• Cellular Neural Networks simulation on a parallel graphics processing unit, A. Fernandez, R. San
Martin, E. Farguell, G.E. Pazienza, 11th International Workshop on Cellular Neural Networks
and Their Applications, 2008 (CNNA 2008); Santiago de Compostela, Spain, 2008.