Elbruz Ozen

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Error Propagation

Sparse Approximation

Human Cognitive

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

ACM Trans. Embed. Comput. Syst.

Publications

Elbruz Ozen, Alex Orailoglu
Shaping Resilient AI Hardware Through DNN Computational Feature Exploitation. IEEE Des. Test 40 (2) (2023)
Elbruz Ozen, Alex Orailoglu
Unleashing the Potential of Sparse DNNs Through Synergistic Hardware-Sparsity Co-Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (4) (2023)
Elbruz Ozen, Alex Orailoglu
Architecting Decentralization and Customizability in DNN Accelerators for Hardware Defect Adaptation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Elbruz Ozen, Alex Orailoglu
Evolving Complementary Sparsity Patterns for Hardware-Friendly Inference of Sparse DNNs. ICCAD (2021)
Elbruz Ozen, Alex Orailoglu
SNR: Squeezing Numerical Range Defuses Bit Error Vulnerability Surface in Deep Neural Networks. ACM Trans. Embed. Comput. Syst. 20 (5s) (2021)
Elbruz Ozen, Alex Orailoglu
Boosting Bit-Error Resilience of DNN Accelerators Through Median Feature Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Elbruz Ozen, Alex Orailoglu
Squeezing Correlated Neurons for Resource-Efficient Deep Neural Networks. ECML/PKDD (2) (2020)
Elbruz Ozen, Alex Orailoglu
Just Say Zero: Containing Critical Bit-Error Propagation in Deep Neural Networks With Anomalous Feature Suppression. ICCAD (2020)
Elbruz Ozen, Alex Orailoglu
Low-Cost Error Detection in Deep Neural Network Accelerators with Linear Algorithmic Checksums. J. Electron. Test. 36 (6) (2020)
Elbruz Ozen, Alex Orailoglu
Concurrent Monitoring of Operational Health in Neural Networks Through Balanced Output Partitions. ASP-DAC (2020)
Elbruz Ozen, Alex Orailoglu
Sanity-Check: Boosting the Reliability of Safety-Critical Deep Neural Network Applications. ATS (2019)
Elbruz Ozen, Alex Orailoglu
The Return of Power Gating: Smart Leakage Energy Reductions in Modern Out-of-Order Processor Architectures. ARCS (2019)