OplixNet: Towards Area-Efficient Optical Split-Complex Networks with Real-to-Complex Data Assignment and Knowledge Distillation

Keyphrases

• Knowledge Distillation 100%
• Complex Networks 100%
• Area-efficient 100%
• Complex Data 100%
• Data Knowledge 100%
• Optical Neural Networks 100%
• Data Assignment 100%
• Image Data 50%
• Phase Information 50%
• Deep Learning 50%
• Learning Task 50%
• Full Use 50%
• High-throughput 50%
• Compress 50%
• U-Net 50%
• Amplitude Information 50%
• Fully Convolutional Neural Network 50%
• Mutual Learning 50%
• Acceptable Range 50%
• Light Signaling 50%
• Light Phase 50%
• Low Energy Cost 50%

Engineering

• Experimental Result 100%
• Phase Information 100%
• Learning Task 100%
• Input Image 100%
• Promising Candidate 100%
• Signal Light 100%
• Carry Information 100%
• Low Energy Cost 100%
• Image Data 100%
• Complex Networks 100%
• Light Phase 100%
• Deep Learning Method 100%

Computer Science

• Neural Network 100%
• Knowledge Distillation 100%
• Complex Networks 100%
• High Throughput 33%
• Residual Neural Network 33%
• Experimental Result 33%
• Phase Information 33%
• Deep Learning Method 33%