Data and Hardware Efficient Design for Convolutional Neural Network

Keyphrases

• Hardware Efficiency 100%
• Convolutional Neural Network 100%
• Data Bandwidth 100%
• Convolutional Layer 100%
• AlexNet 66%
• End-to-end Convolutional Neural Network 66%
• Convolutional Neural Network Accelerator 66%
• High Efficiency 33%
• Computational Complexity 33%
• Resource Constraints 33%
• Divergence 33%
• Clock Frequency 33%
• Hardware Design 33%
• Data Reuse 33%
• Gate Count 33%
• Neural Network Implementation 33%
• Network Layer 33%
• Parameter Optimization 33%
• Hardware Resources 33%
• Deep Convolutional Neural Network (deep CNN) 33%
• Highly Flexible 33%
• Fully Connected Layer 33%
• Design Resources 33%
• Kernel Size 33%
• Computational Data 33%
• Under Design 33%
• Target Network 33%
• Internal Buffer 33%
• Run-time Configuration 33%
• Data Efficiency 33%

Computer Science

• Convolutional Neural Network 100%
• Convolutional Layer 60%
• Computational Complexity 20%
• Hardware Design 20%
• Data Reuse 20%
• Network Layer 20%
• Clock Frequency 20%
• Hardware Resource 20%
• Resource Constraint 20%
• Deep Convolutional Neural Networks 20%
• Network Target 20%