MLP - Multilayer Perceptron Demonstration

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Description

A program to visualize the training process of a simple multilayer perceptron (an artificial neural network) for the exclusive or and the biimplication problem and for two simple real-valued functions.

Full description of this program (included in the source package).

If you have trouble executing the program on Microsoft Windows, check whether you have the Microsoft Visual C++ Redistributable for Visual Studio 2017 (see under "Other Tools and Frameworks") installed, as the program was compiled with Microsoft Visual Studio 2017.

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

• Computational Intelligence - A Methodological Introduction
  Rudolf Kruse, Christian Borgelt, Frank Klawonn, Christian Moewes, Georg Ruß, Matthias Steinbrecher and Pascal Held
  Springer-Verlag, Berlin/Heidelberg, Germany 2013, ISBN 978-1-4471-5012-1
  (488 pages, in English)
• Computational Intelligence
  Rudolf Kruse, Christian Borgelt, Frank Klawonn, Christian Moewes, Georg Ruß, and Matthias Steinbrecher
  Vieweg+Teubner Verlag, Wiesbaden, Germany 2011, ISBN 978-3-8348-1275-9
  (461 pages, in German)
• 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
  (448 pages, in German)