This task consists of two parts, each of which presents one example of how to use the multilayer perceptron (MLP):
The network implementing the classic self-organizing map consists of a set of neurons. Finding the optimal distribution of neurons in space is done in two ways:
Image quantization process carried out using self-organizing kohonen networks.
Neural networks learning improvement using the k-means clustering algorithm.
This task consists of two parts, each of which presents one example of how to use the neural network with radial base functions(RBF):