Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PHD, University of Southern California
… → 1985
MS, University of Southern California
… → 1981
BMTH, University of Waterloo
… → 1976
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Dive into the research topics where Sarma Vrudhula is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Flash-based Current-mode IC to Realize Quantized Neural Networks
Scott, K. R., Lee, C. Y., Khatri, S. P. & Vrudhula, S., 2022, Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022. Bolchini, C., Verbauwhede, I. & Vatajelu, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1029-1034 6 p. (Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Novel ASIC Design Flow Using Weight-Tunable Binary Neurons as Standard Cells
Wagle, A., Singh, G., Khatri, S. & Vrudhula, S., Jul 1 2022, In: IEEE Transactions on Circuits and Systems I: Regular Papers. 69, 7, p. 2968-2981 14 p.Research output: Contribution to journal › Article › peer-review
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Heterogeneous FPGA Architecture Using Threshold Logic Gates for Improved Area, Power, and Performance
Wagle, A. & Vrudhula, S., Jun 1 2022, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 41, 6, p. 1855-1867 13 p.Research output: Contribution to journal › Article › peer-review
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CIDAN: Computing in DRAM with Artificial Neurons
Singh, G., Wagle, A., Vrudhula, S. & Khatri, S., 2021, Proceedings - 2021 IEEE 39th International Conference on Computer Design, ICCD 2021. Institute of Electrical and Electronics Engineers Inc., p. 349-356 8 p. (Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors; vol. 2021-October).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Energy-Efficient Mapping for a Network of DNN Models at the Edge
Ghasemi, M., Heidari, S., Kim, Y. G., Lamb, A., Wu, C-J. & Vrudhula, S., Aug 2021, Proceedings - 2021 IEEE International Conference on Smart Computing, SMARTCOMP 2021. Institute of Electrical and Electronics Engineers Inc., p. 25-30 6 p. (Proceedings - 2021 IEEE International Conference on Smart Computing, SMARTCOMP 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations
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In-Memory Computation with Artificial Neurons
INDUSTRY: Various Consortium Members
8/1/21 → 8/31/22
Project: Research project
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CES Project; Risk-aware Mission and Motion Planning for Mobile Robots
INDUSTRY: Various Consortium Members
8/1/21 → 8/31/22
Project: Research project
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SHF: Small: Content-Aware Mapping of Streaming AI Workloads onHeterogeneous Edge Devices
National Science Foundation (NSF)
7/1/20 → 6/30/23
Project: Research project
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CES Project: Requirements-Driven Testing for Autonomous Systems with NN in the Loop
INDUSTRY: Various Consortium Members
8/1/19 → 8/31/22
Project: Research project
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Authentication and Identification Methods for RF Circuits
Ozev, S., Kitchen, J. & Vrudhula, S.
INDUSTRY: Various Consortium Members
2/6/19 → 8/31/22
Project: Research project