VLSI Implementation of an Associative Memory Based on Distributed Storage of Information

Rückert U (1990)
In: Neural Networks. Almeida LB, Wellekens CJ (Eds); , 412. Berlin, Germany: Springer-Verlag: 267-276.

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Konferenzbeitrag | Veröffentlicht | Englisch
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Abstract / Bemerkung
Two VLSI special-purpose hardware implementations of an associative memory model are described: a pure digital and a mixed analog/digital architecture. Both architectures can be easily extended to large scale memories with several million storage elements. The advantages and disadvantages of both architectures are pointed out. The memory concept is based on a simple matrix structure with n×m binary elements, the connections. There is no asynchronous feedback and the inputs and outputs are binary, too. Though the system concept is very simple, it has an asymptotic storage capacity of 0.69·m·n bits and the number of patterns that can be stored with low error probability is much larger than the number of columns (artificial neurons). The important aspect for applications is that the input and output patterns have to be sparsely coded.
Erscheinungsjahr
Titel des Konferenzbandes
Neural Networks
Band
412
Seite
267-276
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Rückert U. VLSI Implementation of an Associative Memory Based on Distributed Storage of Information. In: Almeida LB, Wellekens CJ, eds. Neural Networks. Vol 412. Berlin, Germany: Springer-Verlag; 1990: 267-276.
Rückert, U. (1990). VLSI Implementation of an Associative Memory Based on Distributed Storage of Information. In L. B. Almeida & C. J. Wellekens (Eds.), Neural Networks (Vol. 412, pp. 267-276). Berlin, Germany: Springer-Verlag. doi:10.1007/3-540-52255-7_46
Rückert, U. (1990). “VLSI Implementation of an Associative Memory Based on Distributed Storage of Information” in Neural Networks, Almeida, L. B., and Wellekens, C. J. eds., vol. 412, (Berlin, Germany: Springer-Verlag), 267-276.
Rückert, U., 1990. VLSI Implementation of an Associative Memory Based on Distributed Storage of Information. In L. B. Almeida & C. J. Wellekens, eds. Neural Networks. no.412 Berlin, Germany: Springer-Verlag, pp. 267-276.
U. Rückert, “VLSI Implementation of an Associative Memory Based on Distributed Storage of Information”, Neural Networks, L.B. Almeida and C.J. Wellekens, eds., vol. 412, Berlin, Germany: Springer-Verlag, 1990, pp.267-276.
Rückert, U.: VLSI Implementation of an Associative Memory Based on Distributed Storage of Information. In: Almeida, L.B. and Wellekens, C.J. (eds.) Neural Networks. 412, p. 267-276. Springer-Verlag, Berlin, Germany (1990).
Rückert, Ulrich. “VLSI Implementation of an Associative Memory Based on Distributed Storage of Information”. Neural Networks. Ed. L.B. Almeida and C.J. Wellekens. Berlin, Germany: Springer-Verlag, 1990.Vol. 412. 267-276.

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