Normalised Radial Basis Function Neural Networks for Predicting total UK energy

This post details Normalised Radial Basis Function Neural Networks (RBFNN) as a function appropriator for predicting national grid power usage.RBFNN is an older technique and are not commonly used anymore, however it still a useful exercise to create one from scratch (also fun!).I don't expect the prediction to…

Linear Discriminant Pattern Classifier

DatasetTo train and test out pattern classifier we need a dataset to operate on. Ideally this is real world data, though for ease of this example we generate out own dataset based on a gaussian function.Single Layer NetworkA Single layer network.The output of the neural network in figure…