Design of Fully Spectral CNNs for Efficient FPGA-Based Acceleration.
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DOI: 10.1109/tnnls.2022.3224779
Abstract: Computing convolutional layers in the frequency domain using fast Fourier transformation (FFT) has been demonstrated to be effective in reducing the computational complexity of convolutional neural networks (CNNs). Nevertheless, the main challenge of this approach… read more here.
Keywords: efficient; hardware; cnns; fully spectral ... See more keywords