An analog-current mode local cluster neural net

Sitte J, Korner T, Rückert U (1997)
In: Emerging Technologies and Factory Automation Proceedings, 1997. ETFA '97., 1997 6th International Conference on. 237-242.

Conference Paper | Published | English

No fulltext has been uploaded

Author
; ;
Abstract
The local cluster (LC) artificial neural net is a special kind of multilayer perceptron where the sigmoid functions combine in clusters that have a localised response in input space. The proponents of the LC architecture have shown that it is versatile and trains well. They also suggested that the LC nets could be suitable for realisation in analog VLSI. We investigated the feasibility of an analog realisation of LC nets by following through the complete cycle from design to fabrication. We found that the all the required mathematical functions call be realised in current mode bipolar and CMOS circuits. In this paper we discuss the main design issues paying special attention to the alternative training regimes for an LC chip
Publishing Year
PUB-ID

Cite this

Sitte J, Korner T, Rückert U. An analog-current mode local cluster neural net. In: Emerging Technologies and Factory Automation Proceedings, 1997. ETFA '97., 1997 6th International Conference on. 1997: 237-242.
Sitte, J., Korner, T., & Rückert, U. (1997). An analog-current mode local cluster neural net. Emerging Technologies and Factory Automation Proceedings, 1997. ETFA '97., 1997 6th International Conference on, 237-242.
Sitte, J., Korner, T., and Rückert, U. (1997). “An analog-current mode local cluster neural net” in Emerging Technologies and Factory Automation Proceedings, 1997. ETFA '97., 1997 6th International Conference on 237-242.
Sitte, J., Korner, T., & Rückert, U., 1997. An analog-current mode local cluster neural net. In Emerging Technologies and Factory Automation Proceedings, 1997. ETFA '97., 1997 6th International Conference on. pp. 237-242.
J. Sitte, T. Korner, and U. Rückert, “An analog-current mode local cluster neural net”, Emerging Technologies and Factory Automation Proceedings, 1997. ETFA '97., 1997 6th International Conference on, 1997, pp.237-242.
Sitte, J., Korner, T., Rückert, U.: An analog-current mode local cluster neural net. Emerging Technologies and Factory Automation Proceedings, 1997. ETFA '97., 1997 6th International Conference on. p. 237-242. (1997).
Sitte, J., Korner, T., and Rückert, Ulrich. “An analog-current mode local cluster neural net”. Emerging Technologies and Factory Automation Proceedings, 1997. ETFA '97., 1997 6th International Conference on. 1997. 237-242.
This data publication is cited in the following publications:
This publication cites the following data publications:

Export

0 Marked Publications

Open Data PUB

Search this title in

Google Scholar