Elbruz Ozen

14 papers A 2Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Linear Algorithmic Checksums for Deep-Neural-Network Error Detection: Fundamentals and Recent Advancements.
IEEE Des. Test
Elbruz Ozen, Ozgur Ozerdem, Alex Orailoglu
2023 — —
Algorithm-Centric Design of Reliable and Efficient Deep Learning Processing Systems
Elbruz Ozen
2023 J jnl
Shaping Resilient AI Hardware Through DNN Computational Feature Exploitation.
IEEE Des. Test
Elbruz Ozen, Alex Orailoglu
2023 J jnl
Unleashing the Potential of Sparse DNNs Through Synergistic Hardware-Sparsity Co-Design.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Elbruz Ozen, Alex Orailoglu
2022 J jnl
Architecting Decentralization and Customizability in DNN Accelerators for Hardware Defect Adaptation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Elbruz Ozen, Alex Orailoglu
2021 A conf
Evolving Complementary Sparsity Patterns for Hardware-Friendly Inference of Sparse DNNs.
ICCAD
Elbruz Ozen, Alex Orailoglu
2021 J jnl
SNR: Squeezing Numerical Range Defuses Bit Error Vulnerability Surface in Deep Neural Networks.
ACM Trans. Embed. Comput. Syst.
Elbruz Ozen, Alex Orailoglu
2020 J jnl
Boosting Bit-Error Resilience of DNN Accelerators Through Median Feature Selection.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Elbruz Ozen, Alex Orailoglu
2020 — conf
Concurrent Monitoring of Operational Health in Neural Networks Through Balanced Output Partitions.
ASP-DAC
Elbruz Ozen, Alex Orailoglu
2020 A conf
Just Say Zero: Containing Critical Bit-Error Propagation in Deep Neural Networks With Anomalous Feature Suppression.
ICCAD
Elbruz Ozen, Alex Orailoglu
2020 J jnl
Low-Cost Error Detection in Deep Neural Network Accelerators with Linear Algorithmic Checksums.
J. Electron. Test.
Elbruz Ozen, Alex Orailoglu
2020 — conf
Squeezing Correlated Neurons for Resource-Efficient Deep Neural Networks.
ECML/PKDD (2)
Elbruz Ozen, Alex Orailoglu
2019 — conf
Sanity-Check: Boosting the Reliability of Safety-Critical Deep Neural Network Applications.
ATS
Elbruz Ozen, Alex Orailoglu
2019 — conf
The Return of Power Gating: Smart Leakage Energy Reductions in Modern Out-of-Order Processor Architectures.
ARCS
Elbruz Ozen, Alex Orailoglu