ChaosNet: A chaos based artificial neural network architecture for classification

DOI10.1063/1.5120831zbMath1427.92005arXiv1910.02423OpenAlexW2989628193WikidataQ91515366 ScholiaQ91515366MaRDI QIDQ5205680

Snehanshu Saha, Harikrishnan Nellippallil Balakrishnan, Nithin Nagaraj, Aditi Kathpalia

Publication date: 13 December 2019

Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1910.02423

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)

Related Items (2)

Multistable dynamics and control of a new 4D memristive chaotic Sprott B system ⋮ When noise meets chaos: stochastic resonance in neurochaos learning

Uses Software

• UCI-ml
• Scikit
• MNIST
• Keras

Cites Work

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• Nearest neighbor pattern classification
• Chaos
• On the information bottleneck theory of deep learning
• Approximation by superpositions of a sigmoidal function

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