ON COMPUTATION OVER CHAOS USING NEURAL NETWORKS: APPLICATION TO BLIND SEARCH AND RANDOM NUMBER GENERATION

DOI10.1142/S0218127406014587zbMath1101.37325OpenAlexW1994590272MaRDI QIDQ5484835

Ademar Ferreira, Helder Coelho, João Pedro Neto

Publication date: 21 August 2006

Published in: International Journal of Bifurcation and Chaos (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0218127406014587

zbMATH Keywords

undecidabilitylearningsymbolic computationrecurrent neural networksrandom numberschaotic dynamic systemsblind search

Mathematics Subject Classification ID

Monte Carlo methods (65C05) Learning and adaptive systems in artificial intelligence (68T05) Applications of dynamical systems (37N99) Strange attractors, chaotic dynamics of systems with hyperbolic behavior (37D45) Symbolic dynamics (37B10) Notions of recurrence and recurrent behavior in topological dynamical systems (37B20)

Cites Work

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• A neural compiler
• Turing computability with neural nets
• On the computational power of neural nets
• Unpredictability and undecidability in dynamical systems
• Chaos computing: implementation of fundamental logical gates by chaotic elements

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