Systolic-CNN: An OpenCL-defined Scalable Run-time-flexible FPGA Accelerator Architecture for Accelerating Convolutional Neural Network Inference in Cloud/Edge Computing

Mathematics

• Field Programmable Gate Array 100%
• Accelerator 87%
• Architecture 70%
• Neural Networks 59%
• Computing 39%
• Latency 27%
• Neural Network Model 26%
• Resources 19%
• Cloud Computing 18%
• Energy Efficient 17%
• Systolic Array 15%
• Throughput 13%
• Context 13%
• Hardware 12%
• Parallelism 12%
• Accelerate 11%
• Experiment 7%
• kernel 7%

Engineering & Materials Science

• Edge computing 78%
• Particle accelerators 64%
• Convolutional neural networks 57%
• Field programmable gate arrays (FPGA) 51%
• Systolic arrays 10%
• Cloud computing 6%
• Throughput 5%
• Computer hardware 4%
• Experiments 2%