Studying neural networks of bifurcating recursive processing elements - Quantitative methods for architecture design and performance analysis

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

Volumn 2084 LNCS, Issue PART 1, 2001, Pages 546-553

  Del Moral Hernandez, Emilio ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

Associative memories; Bifurcation and chaos; Chaotic neural networks; Design of neural architectures; Non linear dynamics; Parametric recursive processing elements

Indexed keywords

ASSOCIATIVE PROCESSING; ASSOCIATIVE STORAGE; BIFURCATION (MATHEMATICS); COMPUTER ARCHITECTURE; DESIGN; HAMMING DISTANCE; NEURAL NETWORKS; ARTIFICIAL INTELLIGENCE; NETWORK ARCHITECTURE;

ASSOCIATIVE MEMORY; BIFURCATION AND CHAOS; CHAOTIC NEURAL NETWORK; NEURAL ARCHITECTURES; NON-LINEAR DYNAMICS; RECURSIVE PROCESSING ELEMENTS;

NETWORK ARCHITECTURE; NEURAL NETWORKS;

EID: 10944220551     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45720-8_65     Document Type: Conference Paper

References (8)

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3. E. Del Moral Hernandez, Artificial Neural Networks Based on Bifurcating Recursive Processing Elements, UMI Dissertation Services, Ann Arbor, MI, 1998.
4. N. H. Farhat et al. Complexity and Chaotic Dynamics in Spiking Neuron Embodiment, in Adaptive Computing, Mathematics, Electronics, and Optics, SPIE Critical Review, CR55 p.77, 1994.
5. N. H. Farhat and E. Del Moral Hernandez, Logistic Networks with DNA-Like Encoding and Interactions, in Lecture Notes in Computer Science, 930, 214, Springer Verlag, 1995.
6. E. Del Moral Hernandez, Bifurcating Pulsed Neural Networks, Chaotic Neural Networks and Parametric Recursions, IJCNN2000, IEEE, 2000.
7. S. Haykin, Neural Networks: a Comprehensive Foundation, Prentice Hall, 1999.
8. R. C. Hilborn, Chaos and Nonlinear Dynamics, Oxford U. Press, 1994.