Browsing by Author "Mutlu, Onur"
An experimental study of reduced-voltage operation in modern FPGAs for neural network acceleration Salami, Behzad; Onural, Erhan Baturay; Yuksel, Ismail Emir; Koc, Fahrettin; Ergin, Oguz; Cristal Kestelman, Adrián; Unsal, Osman Sabri; Sarbazi-Azad, Hamid; Mutlu, Onur (Institute of Electrical and Electronics Engineers (IEEE), 2020)
Open AccessWe 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 ...
Mutlu, Onur (Barcelona Supercomputing Center, 2019)
Understanding power consumption and reliability of high-bandwidth memory with voltage underscaling Nabavilarimi, Seyed Saber; Salami, Behzad; Unsal, Osman Sabri; Cristal Kestelman, Adrián; Sarbazi-Azad, Hamid; Mutlu, Onur (Institute of Electrical and Electronics Engineers (IEEE), 2021)
Open AccessModern computing devices employ High-Bandwidth Memory (HBM) to meet their memory bandwidth requirements. An HBM-enabled device consists of multiple DRAM layers stacked on top of one another next to a compute chip (e.g, ...