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| Marcos Eduardo Valle |
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| Universidade Estadual de Campinas, Campinas |
| Regular Member |
| Personal Web Site: www.ime.unicamp.br/~valle |
| Main page: http://www.mirlabs.net/global/index.php?c=main&a=person&id=619 |
| Short Biography |
| Marcos Eduardo Valle completed his Ph.D. in applied mathematics at the University of Campinas in 2007. He previously worked at the University of Londrina, Brazil. Currently, he is an assistant professor at the Department of Applied Mathematics of the University of Campinas, Brazil. His research interests include hypercomplex-valued neural networks, fuzzy set theory, lattice theory, mathematical morphology, and pattern recovery. |
| List of top 5 publications in the last 5 years |
Valle, Marcos Eduardo; SUSSNER, P. . A General Framework for Fuzzy Morphological Associative Memories. Fuzzy Sets and Systems, v. 159, p. 747-768, 2008. Valle, Marcos Eduardo; Sussner, Peter . Storage and recall capabilities of fuzzy morphological associative memories with adjunction-based learning. Neural Networks, v. 24, p. 75-90, 2011. M.E. Valle: A Robust Subspace Projection Autoassociative Memory Based on the M-Estimation Method, IEEE Transactions on Neural Networks and Learning Systems, Volume 25, Issue 07, July 2014. Page(s): 1372 - 1377. M.E. Valle:
Complex-Valued Recurrent Correlation Neural Networks,
IEEE Transactions on Neural Networks and Learning Systems,
Volume 25, Issue 09, September 2014. Page(s): 1600 - 1612. M.E. Valle and A.C. Souza: On the Recall Capability of Recurrent Exponential Fuzzy Associative Memories Based on Similarity Measures, Mathware and Soft Computing Magazine, Volume 22, Issue 1, June 2015. Pages(s): 33 - 39. |
| List of top 5 academic activities during the last 5 years |