• 13380 Citations
  • 57 h-Index
19962020

Research output per year

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Research Output

Adaptive neural network architectures for power aware inference

Anderson, S., Challapalle, N., Sampson, J. & Narayanan, V., Apr 2020, In : IEEE Design and Test. 37, 2, p. 66-75 10 p., 8868173.

Research output: Contribution to journalArticle

  • FARM: A Flexible Accelerator for Recurrent and Memory Augmented Neural Networks

    Challapalle, N., Rampalli, S., Jao, N., Ramanathan, A., Sampson, J. & Narayanan, V., 2020, (Accepted/In press) In : Journal of Signal Processing Systems.

    Research output: Contribution to journalArticle

  • Mismatch of Ferroelectric Film on Negative Capacitance FETs Performance

    Liang, Y., Zhu, Z., Li, X., Gupta, S. K., Datta, S. & Narayanan, V., Mar 2020, In : IEEE Transactions on Electron Devices. 67, 3, p. 1297-1304 8 p., 8994073.

    Research output: Contribution to journalArticle

  • Mixed Precision Quantization Scheme for Re-configurable ReRAM Crossbars Targeting Different Energy Harvesting Scenarios

    Khan, M. F. F., Jao, N. A., Shuai, C., Qiu, K., Mahdavi, M. & Narayanan, V., 2020, Internet of Things. A Confluence of Many Disciplines - 2nd IFIP International Cross-Domain Conference, IFIPIoT 2019, Revised Selected Papers. Casaca, A., Katkoori, S., Ray, S. & Strous, L. (eds.). Springer, p. 197-216 20 p. (IFIP Advances in Information and Communication Technology; vol. 574 IFIP).

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

  • PSB-RNN: A Processing-in-Memory Systolic Array Architecture using Block Circulant Matrices for Recurrent Neural Networks

    Challapalle, N., Rampalli, S., Chandran, M., Kalsi, G., Subramoney, S., Sampson, J. & Narayanan, V., Mar 2020, Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020. Di Natale, G., Bolchini, C. & Vatajelu, E-I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 180-185 6 p. 9116469. (Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020).

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