An Efficient Hardware-Oriented Dropout Algorithm

Yoeng Jye Yeoh, Takashi Morie, Hakaru Tamukoh

This paper proposes a hardware-oriented dropout algorithm, which is efficient for field programmable gate array (FPGA) implementation. In deep neural networks (DNNs), overfitting o…