OctCNN: A High Throughput FPGA Accelerator for CNNs using Octave Convolution Algorithm

With the rapid development of convolutional neural networks (CNNs), FPGAs have become one of the most attractive candidates for deploying CNNs. However, previous FPGA solutions based on the traditional convolution are still limited by computational power. In this article, we introduce the octave con...

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