Energy-Efficient CNN Acceleration with MSDF Digit-Serial Arithmetic on FPGA

Muhammad Usman, Yousef Sadegheih, Dorit Merhof

This paper presents an energy-efficient hardware acceleration of the convolutional layers in the U-Net architecture for image segmentation, implemented on FPGA. While digit-serial…