Research output per year
Research output per year
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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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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Research output
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A Configurable BNN ASIC using a Network of Programmable Threshold Logic Standard Cells
Wagle, A., Khatri, S. & Vrudhula, S., Oct 2020, Proceedings - 2020 IEEE 38th International Conference on Computer Design, ICCD 2020. Institute of Electrical and Electronics Engineers Inc., p. 433-440 8 p. 9283562. (Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors; vol. 2020-October).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Statistical Methodology for Post-Fabrication Weight Tuning in a Binary Perceptron
Azari, E., Wagle, A., Khatri, S. & Vrudhula, S., Mar 2020, Proceedings of the 21st International Symposium on Quality Electronic Design, ISQED 2020. IEEE Computer Society, p. 141-148 8 p. 9136979. (Proceedings - International Symposium on Quality Electronic Design, ISQED; vol. 2020-March).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Automatic Compilation of Diverse CNNs Onto High-Performance FPGA Accelerators
Ma, Y., Cao, Y., Vrudhula, S. & Seo, J., Feb 2020, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 39, 2, p. 424-437 14 p., 8558097.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
ELSA: A throughput-optimized design of an LSTM accelerator for energy-constrained devices
Azari, E. & Vrudhula, S., Feb 7 2020, In: ACM Transactions on Embedded Computing Systems. 19, 1, 3.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Enabling incremental knowledge transfer for object detection at the edge
Farhadi, M., Ghasemi, M., Vrudhula, S. & Yang, Y., Jun 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. IEEE Computer Society, p. 1591-1599 9 p. 9150799. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2020-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations
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CES Project: Dynamic Mapping of Network of DNN Models on Mobile MPSoCs
INDUSTRY: Various Consortium Members
9/22/20 → 8/31/21
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: Comparison and Evaluation of Different AV Simulators for Benchmark Development
INDUSTRY: Various Consortium Members
1/20/20 → 8/31/21
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 → 8/31/21
Project: Research project
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V-Band Power Amplifier for SATCOM Downlinks
Kitchen, J., Ozev, S. & Vrudhula, S.
INDUSTRY: Various Consortium Members
2/6/19 → 5/31/21
Project: Research project