• 4851 Citations
  • 36 h-Index
1993 …2021

Research output per year

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Personal profile

Education/Academic qualification

PHD, University of Southern California

… → 1985

MS, University of Southern California

… → 1981

BMTH, University of Waterloo

… → 1976

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Research Output

Open Access
  • Performance modeling for CNN inference accelerators on FPGA

    Ma, Y., Cao, Y., Vrudhula, S. & Seo, J. S., Apr 2020, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 39, 4, p. 843-856 14 p., 8634939.

    Research output: Contribution to journalArticle

  • An Energy-Efficient Reconfigurable LSTM Accelerator for Natural Language Processing

    Azari, E. & Vrudhula, S., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4450-4459 10 p. 9006030. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

  • Embedding binary perceptrons in FPGA to improve area, power and performance

    Wagle, A., Azari, E. & Vrudhula, S., Nov 2019, 2019 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2019 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., 8942071. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2019-November).

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

  • Threshold logic in a flash

    Wagle, A., Singh, G., Yang, J., Khatri, S. & Vrudhula, S., Nov 2019, Proceedings - 2019 IEEE International Conference on Computer Design, ICCD 2019. Institute of Electrical and Electronics Engineers Inc., p. 550-558 9 p. 8988749. (Proceedings - 2019 IEEE International Conference on Computer Design, ICCD 2019).

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

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