1988 …2019

Research output per year

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Research Output

Accumulation bit-width scaling for ultra-low precision training of deep networks

Sakr, C., Wang, N., Chen, C. Y., Choi, J., Agrawal, A., Shanbhag, N. R. & Gopalakrishnan, K., Jan 1 2019.

Research output: Contribution to conferencePaper

  • An energy-efficient classifier via boosted spin channel networks

    Patil, A. D., Manipatruni, S., Nikonov, D., Young, I. A. & Shanbhag, N. R., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702648. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

  • An Energy-Efficient Programmable Mixed-Signal Accelerator for Machine Learning Algorithms

    Kang, M., Srivastava, P., Adve, V., Kim, N. S. & Shanbhag, N. R., Sep 1 2019, In : IEEE Micro. 39, 5, p. 64-72 9 p., 8768342.

    Research output: Contribution to journalArticle

  • An MRAM-based deep in-memory architecture for deep neural networks

    Patil, A. D., Hua, H., Gonugondla, S., Kang, M. & Shanbhag, N. R., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702206. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

  • Binodal, wireless epidermal electronic systems with in-sensor analytics for neonatal intensive care

    Chung, H. U., Kim, B. H., Lee, J. Y., Lee, J., Xie, Z., Ibler, E. M., Lee, K. H., Banks, A., Jeong, J. Y., Kim, J., Ogle, C., Grande, D., Yu, Y., Jang, H., Assem, P., Ryu, D., Kwak, J. W., Namkoong, M., Park, J. B., Lee, Y. & 25 others, Kim, D. H., Ryu, A., Jeong, J., You, K., Ji, B., Liu, Z., Huo, Q., Feng, X., Deng, Y., Xu, Y., Jang, K. I., Kim, J., Zhang, Y., Ghaffari, R., Rand, C. M., Schau, M., Hamvas, A., Weese-Mayer, D. E., Huang, Y., Lee, S. M., Lee, C. H., Shanbhag, N. R., Paller, A. S., Xu, S. & Rogers, J. A., Jan 1 2019, In : Science. 363, 6430

    Research output: Contribution to journalArticle

    Open Access