High-speed Light-weight CNN Inference via Strided Convolutions on a Pixel Processor Array

Computer Science

• Network Inference 100%
• Array Processor 100%
• Convolutional Neural Network 100%
• Power Consumption 25%
• Hardware Architecture 25%
• Machine Learning Algorithm 25%
• Embedded Systems 25%
• Storage Performance 25%
• Low Power Consumption 25%
• Activation Function 25%
• Parallel Computer 25%
• Fully Connected Layer 25%

Engineering

• Convolutional Neural Network 100%
• Major Factor 25%
• Electric Power Utilization 25%
• Low Power Consumption 25%
• Max 25%
• Focal Plane 25%
• Machine Learning Algorithm 25%
• Activation Function 25%
• Parallel Computer 25%