Elbruz Ozen
Orcid: 0000-0003-3932-0004
According to our database1,
Elbruz Ozen
authored at least 12 papers
between 2019 and 2023.
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Bibliography
2023
Unleashing the Potential of Sparse DNNs Through Synergistic Hardware-Sparsity Co-Design.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2023
IEEE Des. Test, April, 2023
2022
Architecting Decentralization and Customizability in DNN Accelerators for Hardware Defect Adaptation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
2021
SNR: Squeezing Numerical Range Defuses Bit Error Vulnerability Surface in Deep Neural Networks.
ACM Trans. Embed. Comput. Syst., 2021
Evolving Complementary Sparsity Patterns for Hardware-Friendly Inference of Sparse DNNs.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021
2020
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
Low-Cost Error Detection in Deep Neural Network Accelerators with Linear Algorithmic Checksums.
J. Electron. Test., 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Just Say Zero: Containing Critical Bit-Error Propagation in Deep Neural Networks With Anomalous Feature Suppression.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020
Concurrent Monitoring of Operational Health in Neural Networks Through Balanced Output Partitions.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
2019
Sanity-Check: Boosting the Reliability of Safety-Critical Deep Neural Network Applications.
Proceedings of the 28th IEEE Asian Test Symposium, 2019
The Return of Power Gating: Smart Leakage Energy Reductions in Modern Out-of-Order Processor Architectures.
Proceedings of the Architecture of Computing Systems - ARCS 2019, 2019