Optimizing Hardware Accelerated General Matrix-Matrix Multiplication for CNNs on FPGAs
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DOI: 10.1109/tcsii.2020.2965154
Abstract: Convolution is inarguably the most complex operation utilized in Convolutional Neural Networks (convnets). Owing to the billions of independent multiply-adds involved, convolution is being massively parallelized by the simultaneous utilization of many cores of Graphical… read more here.
Keywords: matrix; general matrix; optimizing hardware; matrix multiplication ... See more keywords