An Extended Neo-Fuzzy Neuron and its Adaptive Learning Algorithm

October 20, 2016 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko, Daria S. Kopaliani arXiv ID 1610.06483 Category cs.AI: Artificial Intelligence Cross-listed cs.NE Citations 28 Venue arXiv.org Last Checked 4 months ago
Abstract
A modification of the neo-fuzzy neuron is proposed (an extended neo-fuzzy neuron (ENFN)) that is characterized by improved approximating properties. An adaptive learning algorithm is proposed that has both tracking and smoothing properties. An ENFN distinctive feature is its computational simplicity compared to other artificial neural networks and neuro-fuzzy systems.
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