Reduced interconnects in neural networks using a time multiplexed architecture based on quantum devices

Peter M. Kelly; Fergal Tuffy; Valeriu Beiu; Liam J. McDaid

doi:10.1007/978-3-642-04850-0_32

Reduced interconnects in neural networks using a time multiplexed architecture based on quantum devices

Peter M. Kelly, Fergal Tuffy, Valeriu Beiu, Liam J. McDaid

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

The interconnection problem associated with large scale hardwarebased neural networks is well known. A time multiplexed neural network architecture using silicon based quantum devices with MOS/CMOS devices is described and shows significant increased functional density compared to conventional devices.

Original language	English
Title of host publication	Nano-Net - 4th International ICST Conference, Nano-Net 2009, Proceedings
Pages	242-250
Number of pages	9
DOIs	https://doi.org/10.1007/978-3-642-04850-0_32
Publication status	Published - 2009
Event	4th International ICST Conference on Nano-Net, Nano-Net 2009 - Lucerne, Switzerland Duration: Oct 18 2009 → Oct 20 2009

Publication series

Name	Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering
Volume	20 LNICST
ISSN (Print)	1867-8211

Other

Other	4th International ICST Conference on Nano-Net, Nano-Net 2009
Country/Territory	Switzerland
City	Lucerne
Period	10/18/09 → 10/20/09

Keywords

Interconnects
Neural network (NN)
Quantum device
Resonant tunneling device (RTD)
Time multiplexed architecture (TMA)

ASJC Scopus subject areas

Computer Networks and Communications

Access to Document

10.1007/978-3-642-04850-0_32

Cite this

Kelly, P. M., Tuffy, F., Beiu, V., & McDaid, L. J. (2009). Reduced interconnects in neural networks using a time multiplexed architecture based on quantum devices. In Nano-Net - 4th International ICST Conference, Nano-Net 2009, Proceedings (pp. 242-250). (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; Vol. 20 LNICST). https://doi.org/10.1007/978-3-642-04850-0_32

Reduced interconnects in neural networks using a time multiplexed architecture based on quantum devices. / Kelly, Peter M.; Tuffy, Fergal; Beiu, Valeriu et al.
Nano-Net - 4th International ICST Conference, Nano-Net 2009, Proceedings. 2009. p. 242-250 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; Vol. 20 LNICST).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Kelly, PM, Tuffy, F, Beiu, V & McDaid, LJ 2009, Reduced interconnects in neural networks using a time multiplexed architecture based on quantum devices. in Nano-Net - 4th International ICST Conference, Nano-Net 2009, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, vol. 20 LNICST, pp. 242-250, 4th International ICST Conference on Nano-Net, Nano-Net 2009, Lucerne, Switzerland, 10/18/09. https://doi.org/10.1007/978-3-642-04850-0_32

Kelly PM, Tuffy F, Beiu V, McDaid LJ. Reduced interconnects in neural networks using a time multiplexed architecture based on quantum devices. In Nano-Net - 4th International ICST Conference, Nano-Net 2009, Proceedings. 2009. p. 242-250. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering). doi: 10.1007/978-3-642-04850-0_32

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Reduced interconnects in neural networks using a time multiplexed architecture based on quantum devices

Abstract

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Keywords

ASJC Scopus subject areas

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