Mixed mode VLSI implementation of a neural associative memory

Heittmann A, Rückert U (1999)
In: Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on. IEEE Comput. Soc: 299-306.

Konferenzbeitrag | Veröffentlicht | Englisch
 
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Autor*in
Heittmann, A.; Rückert, UlrichUniBi
Abstract / Bemerkung
A mixed mode digital/analog special purpose VLSI hardware implementation of an associative memory with neural architecture is presented. The memory concept is based on a n×m matrix architecture with binary storage elements holding the connection weights. To enhance the processing speed analog circuit techniques are applied to implement the algorithm for the association. Although analog circuits suffer from device mismatch a moderate precision of the circuit is acceptable since for the given associative memory model only few parts of the circuit participate on the performed information processing steps. Thus, the information processing elements can be integrated very densely on one chip and hence large scale integration with a large number of connection weights is feasible
Stichworte
mixed mode VLSI implementation; mixed mode digital/analog hardware implementation; matrix architecture; binary storage elements; connection weights; CMOS integrated circuits; mixed analogue-digital integrated circuits; content-addressable storage; neural associative memory; VLSI; processing speed enhancement; very large scale integration; neural chips
Erscheinungsjahr
1999
Titel des Konferenzbandes
Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on
Seite(n)
299-306
ISBN
0769500439
Page URI
https://pub.uni-bielefeld.de/record/2285828

Zitieren

Heittmann A, Rückert U. Mixed mode VLSI implementation of a neural associative memory. In: Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on. IEEE Comput. Soc; 1999: 299-306.
Heittmann, A., & Rückert, U. (1999). Mixed mode VLSI implementation of a neural associative memory. Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on, 299-306. IEEE Comput. Soc. doi:10.1109/MN.1999.758878
Heittmann, A., and Rückert, U. (1999). “Mixed mode VLSI implementation of a neural associative memory” in Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on (IEEE Comput. Soc), 299-306.
Heittmann, A., & Rückert, U., 1999. Mixed mode VLSI implementation of a neural associative memory. In Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on. IEEE Comput. Soc, pp. 299-306.
A. Heittmann and U. Rückert, “Mixed mode VLSI implementation of a neural associative memory”, Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on, IEEE Comput. Soc, 1999, pp.299-306.
Heittmann, A., Rückert, U.: Mixed mode VLSI implementation of a neural associative memory. Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on. p. 299-306. IEEE Comput. Soc (1999).
Heittmann, A., and Rückert, Ulrich. “Mixed mode VLSI implementation of a neural associative memory”. Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on. IEEE Comput. Soc, 1999. 299-306.

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