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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
THE CASCADE ORTHOGONAL NEURAL NETWORK
in the paper new non-conventional growing neural network is proposed. It coincides with the Cascade- Correlation Learning Architecture structurally, but uses ortho-neurons as basic structure units,Expand
THE CASCADE GROWING NEURAL NETWORK USING QUADRATIC NEURONS AND ITS LEARNING ALGORITHMS FOR ON-LINE INFORMATION PROCESSING
Abstract: New non-conventional system of the computational intelligence is proposed. It has growing structure similar to the Cascade-Correlation Learning Architecture designed by S. E. Fahlman and C.Expand
Solving approximation and forecasting problems using double ortho-neuron
Introduction Nowadays there are many methods and methodologies for process approximation and forecasting. Almost all of them are based on two basic approaches: heuristical and mathematical [1].Expand