Evaluating Fast Algorithms for Convolutional Neural Networks on FPGAs - Liang, Yun; Lu, Liqiang; Xiao, Qingcheng; Yan, Shengen (IEEE transactions on computer-aided design of integrated circuits and systems, 2020)
Keywords: Algorithms; Analytical models; Artificial neural networks; Complexity; Computer vision; Convolution; Convolutional neural network (CNN); Convolutional neural networks; Energy efficiency; fast algorithm; fast Fourier transformation (FFT); Fast Fourier transformations; Feature maps; Field programmable gate arrays; field-programmable gate array (FPGA); Mathematical models; Multiplication; Neural networks; Parallel processing; Power efficiency; Prediction algorithms; Space exploration; Transforms; Winograd