HBUNN - Hybrid binary-unary neural network: Realizing a complete CNN on an FPGA

Mathematics

• Field Programmable Gate Array 100%
• Unary 70%
• Neural Networks 59%
• Binary 47%
• Costs 38%
• Architecture 35%
• Network Architecture 32%
• Hardware 25%
• Multiplier 19%
• Multiplication 17%
• Accelerator 14%
• Unit 14%
• Throughput 13%
• High Performance 13%
• Chip 13%
• Error Rate 12%
• Batch 11%
• Training 11%
• Bandwidth 10%
• Normalization 10%
• Requirements 8%
• Performance 6%
• Coefficient 5%
• Form 4%
• Model 3%

Engineering & Materials Science

• Field programmable gate arrays (FPGA) 51%
• Neural networks 38%
• Costs 24%
• Network architecture 19%
• Data storage equipment 12%
• Computer hardware 12%
• Dynamic random access storage 12%
• Particle accelerators 10%
• Convolutional neural networks 9%
• Pipelines 8%
• Throughput 7%
• Bandwidth 6%

Business & Economics

• Neural Networks 76%
• Costs 24%
• Hardware 20%
• Bandwidth 12%
• Normalization 11%
• Throughput 11%
• Batch 10%
• High Performance 10%
• Designer 9%
• Coefficients 7%
• Performance 4%