Background
Deco, Gustavo Ricardo was born on November 7, 1961 in Rosario, Santa Fe, Argentina. Son of Orlando and Norma (Campora) Deco. arrived in Germany, 1987.
(A detailed formulation of neural networks from the inform...)
A detailed formulation of neural networks from the information-theoretic viewpoint. The authors show how this perspective provides new insights into the design theory of neural networks. In particular they demonstrate how these methods may be applied to the topics of supervised and unsupervised learning, including feature extraction, linear and non-linear independent component analysis, and Boltzmann machines. Readers are assumed to have a basic understanding of neural networks, but all the relevant concepts from information theory are carefully introduced and explained. Consequently, readers from varied scientific disciplines, notably cognitive scientists, engineers, physicists, statisticians, and computer scientists, will find this an extremely valuable introduction to this topic.
http://www.amazon.com/gp/product/0387946667/?tag=2022091-20
(A detailed formulation of neural networks from the inform...)
A detailed formulation of neural networks from the information-theoretic viewpoint. The authors show how this perspective provides new insights into the design theory of neural networks. In particular they demonstrate how these methods may be applied to the topics of supervised and unsupervised learning, including feature extraction, linear and non-linear independent component analysis, and Boltzmann machines. Readers are assumed to have a basic understanding of neural networks, but all the relevant concepts from information theory are carefully introduced and explained. Consequently, readers from varied scientific disciplines, notably cognitive scientists, engineers, physicists, statisticians, and computer scientists, will find this an extremely valuable introduction to this topic.
http://www.amazon.com/gp/product/1461284694/?tag=2022091-20
physicist psychologist computer scientist
Deco, Gustavo Ricardo was born on November 7, 1961 in Rosario, Santa Fe, Argentina. Son of Orlando and Norma (Campora) Deco. arrived in Germany, 1987.
M.Physics, National University, Rosario, 1984. Doctor of Philosophy in Physics, National University, Rosario, 1987. Doctor of Philosophy and Habilitation in Computer Science, Technology University, Munich, 1996.
Doctor of Philosophy in Psychology, Luduis-Meximidius University, Munich, 2001.
Fellow University Rosario, 1984-1987. Postdoctoral fellow University Bordeaux, France, 1987, University Giessen, Germany, 1987-1988. Researcher Siemens Corporation Research, Munich, since 1989.
Visiting McDonnell-Pew fellow Center Cognitive Neurosci., University Oxford. Lecturer University Munich.
(A detailed formulation of neural networks from the inform...)
(A detailed formulation of neural networks from the inform...)
Married Maria Eugenia Granitto, December 31, 1994. Children: Nikolas, Sebastian, Martin.