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  • Improving the Accuracy of the Winograd Convolution for Deep Neural Networks 

    Barabasz, Barbara Maria (Trinity College Dublin. School of Computer Science & Statistics. Discipline of Computer Science, 2022)
    This thesis is focused on Winograd’s fast algorithms calculating discrete convolutions. More precisely, on the most optimal in terms of the number of operations subclass of them, that is Toom-Cook algorithms. These algorithms ...