Multilayer Perceptron, however, weights of neuron synapses in hidden layer are changed with
Finite Impulse Response filters or Lattice-Ladder filters, correspondingly.
Among the topics are various classes of signals and systems, continuous filter design, synthesizing
finite impulse response filters, the most popular techniques for analogue to digital filter conversion, and selecting filter structure.
Simplified Design of Low-Pass, Linear Parameter-Varying,
Finite Impulse Response Filters // Information Technology and Control, 2010.--No.
He thus includes numerical problems highlighting fundamental concepts, as well as problems using functions from MATLAB and Signal Processing Toolbox, in his each of his chapters covering time-domain analysis and z transform, frequency- domain analysis, infinite impulse response filters,
finite impulse response filters, filter realizations, quantized filter analysis, and hardware design using digital signal processor chips.