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Neural Networks with JavaNeural Network Components in an Object Oriented Class Structure. Diploma thesis of Jochen Fröhlich, Department of Computer Science, FH Regensburg, Germany.
http://www.nnwj.de/
Neural Network Components in an Object Oriented Class Structure. Diploma thesis of Jochen Fröhlich, Department of Computer Science, FH Regensburg, Germany.
http://www.nnwj.de/
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Neural Networks with Java | nnwj.de Reviews
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Neural Network Components in an Object Oriented Class Structure. Diploma thesis of Jochen Fröhlich, Department of Computer Science, FH Regensburg, Germany.
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Contents - Neural Networks with Java
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Chapter I: Neural Net Overview. This chapter gives general information on neural networks. Besides the introduction of several neural net types, the different learning algorithms, suitable for the different net types, are also explained. The chapter is divided into the following sections:. What are neural nets? Raquo; The biological model: The human brain. Raquo; The components of a neural net. Raquo; What they can and where they fail. Types of neural nets. Raquo; Net Hopfield Net. Raquo; Class NeuralNet.
3D Travelling Salesman Problem Applet using SOM - Neural Networks with Java
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3D Travelling Salesman Problem Applet using SOM. A 3D Kohonen Feature Map. Please click "Reset" after the applet has loaded). This applet demonstrates a Kohonen Feature Map neural net in three-dimensional space. The result may not definitely be the optimal solution but it's always a good approximation if all parameters have been properly set. For a detailed description of all changeable parameters).
Download - Neural Networks with Java
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This tar.gz file contains all the Java classes described in the class structure section. Feel free to use them in your own applications. The Neural Networks with Java classes. The Java source code won't be provided. No need to ask. Thanks to Dario H. Romero from Canada, who kindly provided this PDF file containing the original version of my thesis web site. PDF version of Neural Networks with Java.
Neural Net Overview - Neural Networks with Java
https://www.nnwj.de/neural-net-overview.html
This chapter gives general information on neural networks. Besides the introduction of several neural net types, the different learning algorithms, suitable for the different net types, are also explained. The chapter is divided into the following sections:. What are neural nets? The biological model: The human brain. The components of a neural net. What they can and where they fail. Types of neural nets. What does learning mean refering to neural nets? Supervised and unsupervised learning.
Literature - Neural Networks with Java
https://www.nnwj.de/literature.html
Neural Networks / Artificial Intelligence. HOF92] Hoffmann, Norbert:. Simulation neuronaler Netze: Grundlagen, Modelle, Programme in Turbo Pascal. Vieweg Verlagsgesellschaft; Braunschweig, Wiesbaden 1992; 2. Auflage. KIN92] Kinnebrock, Werner:. Neuronale Netze: Grundlagen, Anwendungen, Beispiele. Oldenbourg Verlag; München, Wien 1992. KMMP91] Kruse, Hilger; Mangold, Roland; Mechler, Bernhard; Penger, Oliver:. Programmierung Neuronaler Netze: Eine Turbo Pascal Toolbox. SA96] Sauer, Jürgen:. Systementwickl...
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Neural Networks with Java
Neural Networks with Java. Diploma thesis of Jochen Fröhlich. Fachhochschule Regensburg, Department of Computer Science. Supervised by Prof. Jürgen Sauer. Neural Net Components in an Object Oriented Class Structure. This diploma thesis features a Java class framework for the implementation of neural networks. A sample applet uses the classes to display a 3D animated Kohonen Feature Map. That solves the obligatory Travelling Salesman Problem.
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