Quantized convolutional neural networks through the lens of partial differential equations

Mathematics

• Demonstrate 9%
• Experiment 11%
• Fixed point 11%
• Graph in graph theory 14%
• Image Classification 25%
• Lens 100%
• Neural Networks 74%
• Outlier 15%
• Partial differential equation 57%
• Quantization 45%
• Real-time 17%
• Resources 29%
• Smoothing 14%
• Total Variation 17%
• Vertex of a graph 8%

Engineering & Materials Science

• Convolutional neural networks 71%
• Experiments 7%
• Fixed point arithmetic 29%
• Image classification 21%
• Lenses 80%
• Neural networks 11%
• Partial differential equations 78%