A novel design of adaptive and hierarchical convolutional neural networks using partial reconfiguration on FPGA

Mathematics

• Field Programmable Gate Array 100%
• Reconfiguration 89%
• Neural Networks 59%
• Resources 44%
• Partial 42%
• Design 39%
• Confidence 33%
• High Throughput 22%
• Model 20%
• Throughput 20%
• Architecture 17%
• Beliefs 17%
• Vision 16%
• Decision Making 15%
• Experimental Results 15%
• Classify 12%
• Energy 10%
• Metric 10%
• MPSoC 2%

Engineering & Materials Science

• Convolutional neural networks 57%
• Field programmable gate arrays (FPGA) 51%
• Throughput 22%
• Deep neural networks 15%
• Program processors 13%
• Decision making 11%