Enhanced Efficiency 3D Convolution Based on Optimal FPGA Accelerator
نویسندگان
چکیده
منابع مشابه
PipeCNN: An OpenCL-Based FPGA Accelerator for Large-Scale Convolution Neuron Networks
Convolutional neural networks (CNNs) have been widely employed in many applications such as image classification, video analysis and speech recognition. Being computeintensive, CNN computations are mainly accelerated by GPUs with high power dissipations. Recently, studies were carried out exploiting FPGA as CNN accelerator because of its reconfigurability and energy efficiency advantage over GP...
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ژورنال
عنوان ژورنال: IEEE Access
سال: 2017
ISSN: 2169-3536
DOI: 10.1109/access.2017.2699229