VLSI technologies for artificial neural networks |
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Authors: | Goser K. Hilleringmann U. Rueckert U. Schumacher K. |
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Affiliation: | Dept. of Electr. Eng., Dortmund Univ.; |
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Abstract: | VLSI systems, basic integrated circuits, and silicon technologies are discussed. Novel circuit and design principles that provide a foundation for the implementation of a wide variety of neural network models in silicon are described. The key issues for a successful integration of neural systems are identified. The realization of algorithms in silicon is examined. Special-purpose hardware for carrying out the activation and transfer function and for the connection elements is discussed. A brief overview of the current silicon technologies is provided |
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