Structural design optimization for deep convolutional neural networks using stochastic computing

Computer Science

• Design Optimization 100%
• Structural Design 100%
• Deep Convolutional Neural Networks 100%
• Feature Extraction 18%
• Energy Consumption 9%
• Hardware Resource 9%
• Software Implementation 9%
• Sampling Scheme 9%
• Computing Platform 9%
• Hardware Implementation 9%
• Image Content 9%
• Application Specific Integrated Circuit 9%
• Hardware Performance 9%

Engineering

• Design Optimization 100%
• Structural Design 100%
• Convolutional Neural Network 100%
• Energy Engineering 18%
• Feature Extraction 18%
• Simplifies 9%
• Application Specific Integrated Circuit 9%
• Image Content 9%
• Graphics Processing Unit 9%

Keyphrases

• CPU-GPU 9%
• Power Need 9%
• ASIC Synthesis 9%
• Local Connectivity 9%
• Hardware Footprint 9%