A Flexible DNN Accelerator Design with Layer Pipeline for FPGAs

Mathematics

• Field Programmable Gate Array 100%
• Neural Networks 59%
• Design 39%
• Object Tracking 22%
• Throughput 16%
• Chip 16%
• Experimental Results 12%
• Logic 10%

Engineering & Materials Science

• Particle accelerators 64%
• Deep neural networks 61%
• Field programmable gate arrays (FPGA) 51%
• Pipelines 48%
• Object tracking 13%
• Object detection 13%
• Switches 9%
• Throughput 8%

Business & Economics

• Accelerator 87%
• Neural Networks 76%
• Latency 16%
• Throughput 13%
• Logic 9%