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

Salami, B.; Onural, E.B.; Yuksel, I.E.; Koc, F.; Ergin, Oğuz; Cristal Kestelman, A.; Unsal, O.; Sarbazi-Azad, H.; Mutlu, O. (Institute of Electrical and Electronics Engineers Inc., 2020-07)

We empirically evaluate an undervolting technique, i.e., underscaling the circuit supply voltage below the nominal level, to improve the power-efficiency of Convolutional Neural Network (CNN) accelerators mapped to Field ...