• 14922 Citations
  • 56 h-Index
1978 …2020
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Projects 2006 2020

Research Output 1978 2018

  • 14922 Citations
  • 56 h-Index
  • 329 Conference contribution
  • 255 Article
  • 20 Chapter
  • 4 Patent

A Memristor-Based Optimization Framework for Artificial Intelligence Applications

Liu, S., Wang, Y., Fardad, M. & Varshney, P. K. Jan 1 2018 In : IEEE Circuits and Systems Magazine. 18, 1, p. 29-44 16 p., 8288635

Research output: Contribution to journalArticle

Memristors
Artificial intelligence
Linear equations
Learning systems
Quadratic programming

Experiments and Models for Decision Fusion by Humans in Inference Networks

Vempaty, A., Varshney, L., Koop, G. J., Criss, A. H. & Varshney, P. K. Jan 12 2018 (Accepted/In press) In : IEEE Transactions on Signal Processing.

Research output: Contribution to journalArticle

Hierarchical systems
Social sciences
Stochastic systems
Electronic mail
Knowledge based systems
1 Citations

Algorithm-hardware Co-optimization of the memristor-based framework for solving SOCP and homogeneous QCQP problems

Ren, A., Liu, S., Cai, R., Wen, W., Varshney, P. K. & Wang, Y. Feb 16 2017 2017 22nd Asia and South Pacific Design Automation Conference, ASP-DAC 2017. Institute of Electrical and Electronics Engineers Inc., p. 788-793 6 p. 7858420

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

Memristors
Quadratic programming
Cones
Hardware
Convex optimization

An MCMC approach to multisensor linear modulation classification

Ozdemir, O., Theagarajan, L. N., Agarwal, M., Wimalajeewa, T. & Varshney, P. K. May 10 2017 2017 IEEE Wireless Communications and Networking Conference, WCNC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7925864

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

Markov processes
Modulation
Sampling
Probability distributions
Sensors

A unified diversity measure for distributed inference

Khanduri, P., Vempaty, A. & Varshney, P. K. Jun 16 2017 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3934-3938 5 p. 7952894

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

Sensors