a) Give one possible categorization of PCA, ART, RBF, and Fuzzy ARTMAP networks.
b) describe in detail the characteristics of the Radial Basis Function Neural Networks.
a) Describe the principal characteristics of the associative memory networks?
b) Name the two fundamental types of associative memories and the differences between them.
c) Give estimation for the memory matrix M of a single-layer linear neural network associative memory and show that the network will reproduce the memorized pattern when the related key pattern is introduced to the network.
a) describe and describe with a drawing the three-layer feed forward multilayer perception neural network.
b) Summarize the standard back propagation algorithm comprising formulae used for this algorithm.