Machine Learning
Neural Gas and GNG Networks in MATLAB
Train Neural Gas and Growing Neural Gas networks in MATLAB for prototype learning, clustering, and graph representations of data topology.
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6 results for “Artificial Neural Networks”
Applications
Intelligent Image Color Reduction and Quantization
Reduce image colors in MATLAB with k-Means, fuzzy c-Means, or a self-organizing map, using RGB or weighted HSV values and a smaller palette.
Machine Learning
Feature Selection using Metaheuristics and EAs
Select features for neural-network regression in MATLAB with GA, ACO, SA, PSO, or NSGA-II, including fixed-size and multi-objective formulations.
Machine Learning
Group Method of Data Handling (GMDH) in MATLAB
Build a polynomial GMDH network in MATLAB with pairwise quadratic neurons, least-squares fitting, validation-based selection, and a regression example.
Fuzzy Systems
Nonlinear Regression using ANFIS
Model nonlinear regression with ANFIS in MATLAB, including fuzzy rules, hybrid training, FIS generation methods, and an engine-data example.
Machine Learning
Time-Series Prediction using GMDH in MATLAB
Predict a time series with GMDH in MATLAB using lagged inputs, polynomial neurons, validation-based selection, and a global ice-volume example.