back to main page - página principal

**Redes Neuronales - Neural Networks**
Una introducción general al tema puede encontrarse en el siguiente artículo (solo en castellano): A general introduction to the field can be found in the following article (only in spanish, sorry): Redes Neuronales: biología, computación o física? S. A. Cannas, 1999 (no publicado - unpublished) .
Publications - Publicaciones
COPYRIGHT NOTICE: The documents distributed here have been provided as a means to ensure timely dissemination of scholarly and technical work on a noncommercial basis. Copyright and all rights therein are maintained by the authors or by other copyright holders, notwithstanding that they have offered their works here electronically. It is understood that all persons copying this information will adhere to the terms and constraints invoked by each author's copyright. These works may not be reposted without the explicit permission of the copyright holder.

A Tsallis statistics based neural network model for novel word learning
T. Hadzibeganivic and S. A. Cannas
Physica A 388, 732 (2009) doi:10.1016/j.physa.2008.10.042 -

Complexity and Non-extensivity in Natural and Artificial Language Learning Dynamic Systems
T. Hadzibeganovic and S. A. Cannas.
Proceedings of the 3rd International Conference on Discourse and Cognitive Linguistic, Korea University, Seoul, S. Rhee and J. H. Lee Eds., pp. 96-110, Seoul: Hankuk Publishing Co. (2007).

A scale free neural network for modelling neurogenesis
J. I. Perotti, F. A. Tamarit and S. A. Cannas
Physica A 371, 71 (2006).

Generalization Properties of Modular Networks: Implementing the Parity Function
F. Franco and S. A. Cannas
IEEE Transactions on Neural Networks 12, 1306-1313 (2001).

Generalization and Selection of Examples in Feed-Forward Neural Nets
F. Franco and S. A. Cannas
Neural Computation 12, 2405-2426 (2000)..

Solving arithmetic problems using feed-forward neural networks
L. Franco and S. A. Cannas
Neurocomputing 18, 61-79 (1998).

Improving Network Generalization through Selection of Examples
L. Franco and S. A. Cannas
Proceedings of the IV Argentinian Congresss on Computer Science (CACiC 98), 373 (1998).

Energy landscape and learning on a neural network for the sum problem
L. Franco and S. A. Cannas
Proceedings of the Second International Workshop on (semi) numerical techniques in polynomial equation solving TERA'97, Trabajos de Matemática serie B, FaMAF, Universidad Nacional de Córdoba, pp.28 (1997).

Learning dynamics of simple perceptron with non extensive cost functions
S. A. Cannas, D. A. Stariolo and F. A. Tamarit
Network: Computation in Neural Systems 7, 141-149 (1996)..

Effects of refractory periods in the dynamics of a diluted neural network
F. Tamarit, D. Stariolo, S. Cannas and P. Serra
Physical Review E 53, 5146-5152 (1996).

Arithmetic Perceptrons
S. A. Cannas
Neural Computation 7, 173-181 (1995).