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
Fingerprint 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.
- 9 Similar Profiles
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output
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
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 journal › Article
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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution
Projects
Uncertainty Quantification and Global Sensitivity Analysis in Machine Learning
INDUSTRY: Various Consortium Members
11/1/19 → 3/31/21
Project: Research project
CES Project: Machine Learning on the Edge
INDUSTRY: Various Consortium Members
8/1/19 → 8/31/20
Project: Research project
Accelerating Datacenter FPGAs for Deep Learning Training Workloads (ASUF 30007810)
Seo, J., Cao, Y. & Vrudhula, S.
9/1/17 → 8/31/20
Project: Research project
CES Project: Efficient Off-loading of Code in Mobile-Cloud with Performance Battery and Energy Considerations
INDUSTRY: Various Consortium Members
8/1/17 → 8/31/20
Project: Research project
CES Admin Account: Consortium for Embedded Systems
INDUSTRY: Various Consortium Members
5/1/17 → 8/31/20
Project: Research project