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An Experimental Study of Reduced-Voltage Operation in Modern FPGAs for Neural Network Acceleration

May 04, 2020
Behzad Salami, Erhan Baturay Onural, Ismail Emir Yuksel, Fahrettin Koc, Oguz Ergin, Adrian Cristal Kestelman, Osman S. Unsal, Hamid Sarbazi-Azad, Onur Mutlu

* To appear in the DSN 2020 conference 

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On the Resilience of Deep Learning for Reduced-voltage FPGAs

Dec 26, 2019
Kamyar Givaki, Behzad Salami, Reza Hojabr, S. M. Reza Tayaranian, Ahmad Khonsari, Dara Rahmati, Saeid Gorgin, Adrian Cristal, Osman S. Unsal

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Evaluating Built-in ECC of FPGA on-chip Memories for the Mitigation of Undervolting Faults

Mar 29, 2019
Behzad Salami, Osman S. Unsal, Adrian Cristal Kestelman

* 6 pages, 2 figures 

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On the Resilience of RTL NN Accelerators: Fault Characterization and Mitigation

Jun 14, 2018
Behzad Salami, Osman Unsal, Adrian Cristal

* 8 pages, 6 figures 

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