Revisiting the Problem of Weight Initialization for Multi-Layer Perceptrons Trained with Back Propagation

Author:

Adam Stavros,Karras Dimitrios Alexios,Vrahatis Michael N.

Publisher

Springer Berlin Heidelberg

Reference5 articles.

1. Kolen, J.F., Pollack, J.B.: Back propagation is sensitive to initial conditions. In: Advances in Neural Information Processing Systems 3, Denver (1991)

2. Hamey, L.: Analysis of the Error Surface of the XOR Network with Two Hidden Units. In: Proc. 7th Australian Conf. Artificial Neural Networks, pp. 179–183 (1996)

3. Kohonen, T.: Self-Organization and Associative Memory. Springer, Heidelberg (1989)

4. Olli Simula, O., Vesanto, J., Alhoniemi, E., Hollman, J.: Analysis and Modeling of Complex Systems Using the Self-Organizing Map. In: Neuro-Fuzzy Techniques for Intelligent Information Systems (1999)

5. Technical Report on SOM Toolbox 2.0, Helsinki University of Technology (April 2000), http://www.cis.hut.fi/projects/somtoolbox/

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