An analog local cluster neural net for a 3 V supply
Korner T, Sitte J, 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: 292-298.
Konferenzbeitrag
| Veröffentlicht | Englisch
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Autor*in
Korner, T.;
Sitte, J.;
Rückert, UlrichUniBi
Abstract / Bemerkung
The local cluster neural net (LC net) is a feedfoward net suitable for continuous function approximation and discrete classification tasks. All operations of the LC net can be realized in analog circuits. Therefore we implemented the LC net in analog VLSI hardware for a 3 V power supply. Main applications of the LC net are control tasks in autonomous systems that can be battery powered. In this paper we describe the CMOS VLSI realization and present the results of the comprehensive test measurement for characterising the performance of the implementation
Stichworte
control tasks;
continuous function approximation;
battery powered application;
autonomous systems;
analog local cluster neural net;
analog circuits;
function approximation;
analog VLSI hardware;
3 V;
analogue processing circuits;
CMOS VLSI realization;
parallel processing;
neural chips;
VLSI;
low-power electronics;
integrated circuit noise;
performance evaluation;
discrete classification tasks;
feedfoward net;
test measurement;
feedforward neural nets;
CMOS analogue integrated circuits
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)
292-298
ISBN
0769500439
Page URI
https://pub.uni-bielefeld.de/record/2285822
Zitieren
Korner T, Sitte J, Rückert U. An analog local cluster neural net for a 3 V supply. In: Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on. IEEE Comput. Soc; 1999: 292-298.
Korner, T., Sitte, J., & Rückert, U. (1999). An analog local cluster neural net for a 3 V supply. Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on, 292-298. IEEE Comput. Soc. https://doi.org/10.1109/MN.1999.758877
Korner, T., Sitte, J., and Rückert, Ulrich. 1999. “An analog local cluster neural net for a 3 V supply”. In Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on, 292-298. IEEE Comput. Soc.
Korner, T., Sitte, J., and Rückert, U. (1999). “An analog local cluster neural net for a 3 V supply” in Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on (IEEE Comput. Soc), 292-298.
Korner, T., Sitte, J., & Rückert, U., 1999. An analog local cluster neural net for a 3 V supply. In Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on. IEEE Comput. Soc, pp. 292-298.
T. Korner, J. Sitte, and U. Rückert, “An analog local cluster neural net for a 3 V supply”, Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on, IEEE Comput. Soc, 1999, pp.292-298.
Korner, T., Sitte, J., Rückert, U.: An analog local cluster neural net for a 3 V supply. Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on. p. 292-298. IEEE Comput. Soc (1999).
Korner, T., Sitte, J., and Rückert, Ulrich. “An analog local cluster neural net for a 3 V supply”. Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, 1999. MicroNeuro '99. Proceedings of the Seventh International Conference on. IEEE Comput. Soc, 1999. 292-298.
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