Morph: Flexible acceleration for 3D CNN-based video understanding

Keyphrases

• Neural Network 100%
• Video Understanding 100%
• 3D Convolutional Neural Network (3D CNN) 100%
• Image Recognition 42%
• Convolutional Neural Network 42%
• Video Recognition 42%
• 2D Convolutional Neural Network 42%
• Convolutional Neural Network Accelerator 28%
• Neural Network Inference 28%
• Popular 14%
• Performance Improvement 14%
• Computationally Intensive 14%
• Energy Reduction 14%
• High Dimension 14%
• Fit Parameters 14%
• Average Energy 14%
• Good Fit 14%
• Memory Time 14%
• Engineering Challenges 14%
• Lion 14%
• Memory Footprint 14%
• Area Overhead 14%
• Software Infrastructure 14%
• Internet Traffic 14%
• Design Space Exploration 14%
• Energy Consumption Performance 14%
• Flexible Architecture 14%
• Video Traffic 14%
• Novel Accelerators 14%
• Neural Network Accelerator 14%
• Accelerator Target 14%
• Tiling Strategy 14%

Computer Science

• Video Understanding 100%
• 3D Convolutional Neural Networks 100%
• Convolutional Neural Network 85%
• Network Inference 28%
• Memory Footprint 14%
• Energy Consumption 14%
• Software Infrastructure 14%
• High Dimensionality 14%
• Internet Traffic 14%
• Design-Space Exploration 14%
• Neural Accelerator 14%