A CNN Accelerator on FPGA Using Depthwise Separable Convolution - Bai, Lin; Zhao, Yiming; Huang, Xinming (IEEE transactions on circuits and systems. II, Express briefs, 2018)
Keywords: Adders; Artificial neural networks; Bandwidth; Computation; Computer vision; Convolution; Convolutional neural network; Engines; Field programmable gate arrays; FPGA; Frames per second; hardware accelerator; MobileNetV2; Model accuracy; Neural networks; Pattern recognition; Portable equipment; System-on-chip