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Use of Pulse Rate and Width Modulations in a Mixed Analog/digital Cell for Artificial Neural Systems

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Neurocomputing

Part of the book series: NATO ASI Series ((NATO ASI F,volume 68))

Abstract

The paper presents a silicon implementation of a basic cell for Artificial Neural Systems. Information is represented and processed by means of pulse rate and width modulations and the cell uses a mix of analog and digital circuitry. In the prototype currently under development the resolution of the processing elements can be varied to suit the requirements of different network architectures and applications.

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References

  1. Carpenter, G.A., Grossberg, S.: The ART of Adaptive Pattern Recognition by a Self-Organizing Neural Network. In Computer, (March 1988).

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  2. Kubo, M., Masuda, I., Miyata, K., Ogiue, K.: Perspective on BiCMOS VLSI’s. In IEEE JSSC, Vol 23, n. 1, (February 1988).

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  3. Mead, C.A.: Analog VLSI and Neural System. Addison-Wesley, (1988).

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  4. Murray, A.F., Smith, A.V.W.: Asynchronous VLSI Neural Networks Using Pulse-Stream Arithmetic. In IEEE JSSC, Vol 23, n. 3, (June 1988)

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© 1990 Springer-Verlag Berlin Heidelberg

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Corso, D.D., Gregoretti, F., Reyneri, L.M. (1990). Use of Pulse Rate and Width Modulations in a Mixed Analog/digital Cell for Artificial Neural Systems. In: Soulié, F.F., Hérault, J. (eds) Neurocomputing. NATO ASI Series, vol 68. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-76153-9_20

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  • DOI: https://doi.org/10.1007/978-3-642-76153-9_20

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-76155-3

  • Online ISBN: 978-3-642-76153-9

  • eBook Packages: Springer Book Archive

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