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"Multi-Valued and Universal Binary Neurons deals with two new types of neurons, multivalued neurons and universal binary neurons. These neurons are based on complex number arithmetic and are hence much more powerful than the typical neurons used in artificial neural networks. The book is partitioned into 3 almost equally sized parts: a mathematical study of the unique features of these new neurons, learning of networks of such neurons, and applications of such neural networks. Most of this work was developed by the first two authors over a period of more than 10 years and was only available…

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Editions

1 edition
  • Hardcover · English · 2000
    Springer · 280 pages · 9780792378242
Neural networks (Computer science)