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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4 results for “Artificial Neural Networks”
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.
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.