ESSR: An 8K@30FPS Super-Resolution Accelerator With Edge Selective Network

Keyphrases

• Super-resolution 100%
• Dynamic Computation 100%
• ESSR 100%
• Selective Network 100%
• Deep Learning Methods 50%
• Adaptation Models 50%
• Computational Complexity 50%
• Energy Efficiency 50%
• Resource Constraints 50%
• Hardware Efficiency 50%
• Power Consumption 50%
• Memory Bandwidth 50%
• Bandwidth Limitation 50%
• Patch-based 50%
• Resource-constrained 50%
• Gate Count 50%
• Full HD 50%
• Synergize 50%
• Edge Devices 50%
• Computational Memory 50%
• High Utilization 50%
• Dynamic Inputs 50%
• Model Size 50%
• Layer Mapping 50%
• Reconstruction Image 50%
• Constrained Edge 50%
• Learning-based Super-resolution 50%
• Input Processing 50%
• Fusion Block 50%
• Resource-adaptive 50%
• Model Switching 50%

Engineering

• Computational Complexity 100%
• Energy Efficiency 100%
• Energy Conservation 100%
• Electric Power Utilization 100%
• Memory Bandwidth 100%
• Image Reconstruction 100%
• Bandwidth Requirement 100%
• Dynamic Input 100%
• Selective Network 100%
• Deep Learning Method 100%

Computer Science

• super resolution 100%
• Computer Hardware 66%
• Computational Complexity 33%
• Energy Efficiency 33%
• Power Consumption 33%
• Memory Bandwidth 33%
• Bandwidth Requirement 33%
• Subnet 33%
• Image Reconstruction 33%
• Resource Constraint 33%
• Input Processing 33%
• Deep Learning Method 33%