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Neuro-Fuzzy Kolmogorov's Network for Time Series Prediction and Pattern Classification
TLDR
In the paper, a novel Neuro-Fuzzy Kolmogorov's Network (NFKN) is considered. Expand
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Neural network approach to forecasting of quasiperiodic financial time series
TLDR
A novel neural network approach to forecasting of financial time series based on the presentation of the series as a combination of quasiperiodic components is presented. Expand
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An adaptive learning algorithm for a neo fuzzy neuron
TLDR
In the paper, a new optimal learning algorithm for a neo-fuzzy neuron (NFN) is proposed. Expand
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Analog-Digital Self-Learning Fuzzy Spiking Neural Network in Image Processing Problems
TLDR
Computational intelligence provides a variety of means that can perform complex image processing in a rather effective way. Expand
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Neuro-fuzzy Kolmogorov's Network
TLDR
A new computationally efficient learning algorithm for a hybrid system called Neuro-Fuzzy Kolmogorov's Network (NFKN) with simple structure and training procedure with high rate of convergence was proposed. Expand
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Adaptive learning of an evolving cascade neo-fuzzy system in data stream mining tasks
TLDR
This paper proposes an architecture and learning algorithms for a cascade neo-fuzzy system based on pools of extended neo- fuzzy neurons. Expand
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A neuro-fuzzy Kohonen network for data stream possibilistic clustering and its online self-learning procedure
TLDR
A modified two-layer neuro-fuzzy Kohonen network is used for solving the possibilistic fuzzy clustering tasks and automatically increases a number of neurons during data processing. Expand
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Universal Approximator Employing Neo-Fuzzy Neurons
TLDR
A novel fuzzy neural network, called Fuzzy Kolmogorov’s Network (FKN), is considered. Expand
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THE CASCADE NEO-FUZZY ARCHITECTURE AND ITS ONLINE LEARNING ALGORITHM
Abstract: in the paper learning algorithm for adjusting weight coefficients of the Cascade Neo-Fuzzy Neural Network (CNFNN) in sequential mode is introduced. Concerned architecture has the similarExpand
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