RBF network with moving centers in Java

Package contains implementation of RBF and demo on Selwood data set.

RBF parameters have been selected after testing with the data set.

How to run

• Build the project using gradle
• Run Launcher class for the demo
• You can modify input parameters in resources directory

Input parameters

• numHiddenLayerNeurons
• numInputNeurons
• numOutputNeurons
• useBias
• biasValue
• learningRates
• sigmas
• maxIterations
• dataFile
• centresFile
• resultsFile
• weightsFile

Generated files

• centreVectors.txt (Initial centers used)
• weights.txt
• results.txt