Learning-induced pattern classification in a chaotic neural network

DOI10.1016/j.physleta.2011.10.062zbMath1255.35214OpenAlexW2034620486MaRDI QIDQ1933116

Yang Li, Guoguang He, Kazuyuki Aihara, Ping Zhu, Xiaoping Xie

Publication date: 22 January 2013

Published in: Physics Letters. A (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.physleta.2011.10.062

zbMATH Keywords

pattern classificationchaotic neural networkslearning rulepassive forgetting

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Neural networks for/in biological studies, artificial life and related topics (92B20) Strange attractors, chaotic dynamics of systems with hyperbolic behavior (37D45) Pattern formations in context of PDEs (35B36) PDEs on graphs and networks (ramified or polygonal spaces) (35R02)

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Cites Work

• Unnamed Item
• Associative dynamics in a chaotic neural network.
• Weakly connected neural networks
• A neural chaos model of multistable perception
• Threshold control of chaotic neural network
• AN ASSOCIATIVE NETWORK WITH CHAOTIC NEURONS AND DYNAMIC SYNAPSES
• A Mathematical Analysis of the Effects of Hebbian Learning Rules on the Dynamics and Structure of Discrete-Time Random Recurrent Neural Networks
• SENSITIVE RESPONSE OF A CHAOTIC WANDERING STATE TO MEMORY FRAGMENT INPUTS IN A CHAOTIC NEURAL NETWORK MODEL
• Neural networks and physical systems with emergent collective computational abilities.
• Learning representations by back-propagating errors

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