FixyFPGA: Efficient FPGA accelerator for deep neural networks with high element-wise sparsity and without external memory access

Engineering & Materials Science

• Particle accelerators 100%
• Deep neural networks 95%
• Convolutional neural networks 89%
• Field programmable gate arrays (FPGA) 80%
• Data storage equipment 60%
• Object detection 25%
• Volatile organic compounds 14%
• Computer hardware 14%
• Image classification 13%
• Application specific integrated circuits 13%
• Convolution 12%
• Graphics processing unit 11%
• Computer vision 10%
• Electric power utilization 9%
• Engines 7%