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Erschienen in:
1995 | OriginalPaper | Buchkapitel
An Orthogonal Neural Network with Guaranted Recall by Iterative Filters and Its Application to Texture Discrimination
verfasst von : F. Ibarra-Picó, J. M. García-Chamizo, Rosana Satorre-Cuerda
Erschienen in: Artificial Neural Nets and Genetic Algorithms
Verlag: Springer Vienna
Enthalten in: Professional Book Archive
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It is presented an orthogonal neural network which uses parallel iterative filters in its hidden layer. Orthogonality gives a high storage capacity of the network and its iterative filters get an accurate response. Also, this filters are implemented by a parallel process for getting a quick convergence time. As a simple example of application, we use it to learn several natural textures and its classification.