20152019
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Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

  • 15 Similar Profiles
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Costs Engineering & Materials Science
Chemical activation Engineering & Materials Science
Stream Processing Mathematics
Servers Engineering & Materials Science

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Research Output 2015 2019

  • 11 Conference contribution
  • 3 Article

Accelerating Deterministic Bit-Stream Computing with Resolution Splitting

Najafi, M. H., Faraji, S. R., Li, B., Lilja, D. J. & Bazargan, K., Apr 23 2019, Proceedings of the 20th International Symposium on Quality Electronic Design, ISQED 2019. IEEE Computer Society, p. 157-162 6 p. 8697443. (Proceedings - International Symposium on Quality Electronic Design, ISQED; vol. 2019-March).

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

Processing
Energy utilization
Hardware
2 Citations (Scopus)

Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing

Faraji, S. R., Hassan Najafi, M., Li, B., Lilja, D. J. & Bazargan, K., May 14 2019, Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019. Institute of Electrical and Electronics Engineers Inc., p. 1757-1762 6 p. 8714937. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

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

Stream Processing
Energy Efficient
Latency
Neural Networks
Neural networks
1 Citation (Scopus)

Low-cost stochastic hybrid multiplier for qantized neural networks

Li, B., Najafi, M. H. & Lilja, D. J., Mar 1 2019, In : ACM Journal on Emerging Technologies in Computing Systems. 15, 2, 18.

Research output: Contribution to journalArticle

Neural networks
Hardware
Costs
Transistors

NetStorage: A synchronized trace-driven replayer for network-storage system evaluation

Li, B., Wen, H., Toussi, F., Anderson, C., King-Smith, B. A., Lilja, D. J. & Du, D. H., Apr 1 2019, In : Performance Evaluation. 130, p. 86-100 15 p.

Research output: Contribution to journalArticle

Storage System
Synchronization
Trace
Evaluation
Managers
Classifiers
Chemical activation
Neural networks
Hardware
Pattern recognition