HybridDNN: A framework for high-performance hybrid DNN accelerator design and implementation

Keyphrases

• Accelerator Design 100%
• Comprehensive Design 25%
• Deep Neural Network Accelerator 100%
• Design Flow 25%
• Design Space Exploration 25%
• Effective Implementation 25%
• Embedded FPGA 25%
• Embedded Hardware 25%
• Exploration Tool 25%
• Flexible Architecture 25%
• FPGA Implementation 25%
• Full Designs 25%
• Hardware Platform 25%
• High Performance 100%
• Highly Flexible 25%
• Hybrid Deep Neural Network 100%
• Novel Technique 25%
• Performance Improvement 25%
• Processing Engine 25%
• PYNQ-Z1 25%
• Resource Constraints 25%
• Scalable Architecture 25%
• Winograd Convolution 25%

Computer Science

• Deep Neural Network 100%
• Design-Space Exploration 33%
• Effective Implementation 33%
• Embedded Hardware 33%
• Experimental Result 33%
• Hardware Implementation 33%
• Hardware Platform 33%
• Performance Improvement 33%
• Resource Constraint 33%