MLP - Multilayer Perceptron Training

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Attention: In order to compile these programs, the table package and the matrix package must also be retrieved. The table package also contains some auxiliary programs for preprocessing the data files.

Description

Programs to train a multilayer perceptron (an artificial neural network), to execute it to predict outcomes for new data, and to do a sensitivity analysis for a trained network on given data.

More details about these programs (included in the source package).

A graphical user interface to these command line programs (MLPGUI, written in Java) can be found here.

An introduction to neural networks and multilayer perceptrons in particular can be found in:

• Neuro-Fuzzy-Systeme - Von den Grundlagen Neuronaler Netze zu modernen Fuzzy-Systemen
  Detlef Nauck, Christian Borgelt, Frank Klawonn und Rudolf Kruse.
  Vieweg-Verlag, Wiesbaden, Germany 2003, ISBN 3-528-25265-0
  (in German)