Abstract: This paper proposes a new convolution layer implementation method for the parallel computation of high-dimensional matrices. It can accomplish global convolution or local convolution by ...

Try the Interactive Visualizer! - An interactive web-based visualization tool to help understand how convolution and cross-correlation algorithms work, with both naive and tiled implementations.

Abstract: Convolutional neural networks (CNNs) have emerged as one of the most successful machine learning technologies for image and video processing. The most computationally-intensive parts of CNNs ...

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