Pairwise coupled hybrid vanadium dioxide-MOSFET (HVFET) oscillators for non-boolean associative computing

N. Shukla, A. Parihar, M. Cotter, M. Barth, X. Li, N. Chandramoorthy, H. Paik, D. G. Schlom, V. Narayanan, A. Raychowdhury, S. Datta

Research output: Chapter in Book/Report/Conference proceedingConference contribution

21 Citations (Scopus)

Abstract

Information processing applications related to associative computing like image / pattern recognition consume excessive computational resources in the Boolean processing framework. This motivates the exploration of a non-Boolean computing approach for such applications. In this work, we demonstrate, (i) novel hybrid set of pair-wise coupled oscillators comprising of vanadium dioxide (VO2) metal-insulator-transition (MIT) system integrated with MOSFET; (ii) degree of synchronization between oscillators based on input analog voltage difference; (iii) implementation of hardware platform for fast and efficient evaluation of Lk fractional distance norm (k<1); (iv) improved quality of image processing and ∼20X lower power consumption of the coupled oscillators over a CMOS accelerator.

Original languageEnglish (US)
Title of host publication2014 IEEE International Electron Devices Meeting, IEDM 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages28.7.1-28.7.4
EditionFebruary
ISBN (Electronic)9781479980017
DOIs
StatePublished - Feb 20 2015
Event2014 60th IEEE International Electron Devices Meeting, IEDM 2014 - San Francisco, United States
Duration: Dec 15 2014Dec 17 2014

Publication series

NameTechnical Digest - International Electron Devices Meeting, IEDM
NumberFebruary
Volume2015-February
ISSN (Print)0163-1918

Other

Other2014 60th IEEE International Electron Devices Meeting, IEDM 2014
CountryUnited States
CitySan Francisco
Period12/15/1412/17/14

Fingerprint

dioxides
Vanadium
vanadium
field effect transistors
oscillators
Metal insulator transition
Pattern recognition
Particle accelerators
Synchronization
Image processing
Electric power utilization
Hardware
norms
pattern recognition
image processing
synchronism
CMOS
resources
hardware
Electric potential

All Science Journal Classification (ASJC) codes

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Electrical and Electronic Engineering
  • Materials Chemistry

Cite this

Shukla, N., Parihar, A., Cotter, M., Barth, M., Li, X., Chandramoorthy, N., ... Datta, S. (2015). Pairwise coupled hybrid vanadium dioxide-MOSFET (HVFET) oscillators for non-boolean associative computing. In 2014 IEEE International Electron Devices Meeting, IEDM 2014 (February ed., pp. 28.7.1-28.7.4). [7047129] (Technical Digest - International Electron Devices Meeting, IEDM; Vol. 2015-February, No. February). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IEDM.2014.7047129
Shukla, N. ; Parihar, A. ; Cotter, M. ; Barth, M. ; Li, X. ; Chandramoorthy, N. ; Paik, H. ; Schlom, D. G. ; Narayanan, V. ; Raychowdhury, A. ; Datta, S. / Pairwise coupled hybrid vanadium dioxide-MOSFET (HVFET) oscillators for non-boolean associative computing. 2014 IEEE International Electron Devices Meeting, IEDM 2014. February. ed. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 28.7.1-28.7.4 (Technical Digest - International Electron Devices Meeting, IEDM; February).
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Shukla, N, Parihar, A, Cotter, M, Barth, M, Li, X, Chandramoorthy, N, Paik, H, Schlom, DG, Narayanan, V, Raychowdhury, A & Datta, S 2015, Pairwise coupled hybrid vanadium dioxide-MOSFET (HVFET) oscillators for non-boolean associative computing. in 2014 IEEE International Electron Devices Meeting, IEDM 2014. February edn, 7047129, Technical Digest - International Electron Devices Meeting, IEDM, no. February, vol. 2015-February, Institute of Electrical and Electronics Engineers Inc., pp. 28.7.1-28.7.4, 2014 60th IEEE International Electron Devices Meeting, IEDM 2014, San Francisco, United States, 12/15/14. https://doi.org/10.1109/IEDM.2014.7047129

Pairwise coupled hybrid vanadium dioxide-MOSFET (HVFET) oscillators for non-boolean associative computing. / Shukla, N.; Parihar, A.; Cotter, M.; Barth, M.; Li, X.; Chandramoorthy, N.; Paik, H.; Schlom, D. G.; Narayanan, V.; Raychowdhury, A.; Datta, S.

2014 IEEE International Electron Devices Meeting, IEDM 2014. February. ed. Institute of Electrical and Electronics Engineers Inc., 2015. p. 28.7.1-28.7.4 7047129 (Technical Digest - International Electron Devices Meeting, IEDM; Vol. 2015-February, No. February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Shukla N, Parihar A, Cotter M, Barth M, Li X, Chandramoorthy N et al. Pairwise coupled hybrid vanadium dioxide-MOSFET (HVFET) oscillators for non-boolean associative computing. In 2014 IEEE International Electron Devices Meeting, IEDM 2014. February ed. Institute of Electrical and Electronics Engineers Inc. 2015. p. 28.7.1-28.7.4. 7047129. (Technical Digest - International Electron Devices Meeting, IEDM; February). https://doi.org/10.1109/IEDM.2014.7047129