DRC Violation Prediction After Global Route Through Convolutional Neural Network

Keyphrases

• Convolutional Neural Network 100%
• Global Routing 100%
• Violation Prediction 100%
• Design Rule Checking 100%
• Detailed Routing 100%
• Global Route 100%
• Learning Model 66%
• Prediction Accuracy 66%
• Training Data 66%
• Congestion 66%
• Training Samples 66%
• Design Closure 66%
• Prediction Model 33%
• Training Intensity 33%
• Design Procedure 33%
• Training Process 33%
• Design Information 33%
• Design Time 33%
• Routing Tool 33%
• Router 33%
• Early Design Phases 33%
• Physical Design 33%
• Industrial Design 33%
• Oversampling Technique 33%
• Machine Learning Framework 33%
• Two-machine 33%
• Automatic Placement 33%
• Imbalanced Training 33%
• Automatic Routing 33%

Computer Science

• Speed-up 100%
• Convolutional Neural Network 100%
• Global Routing 100%
• Prediction Accuracy 66%
• Training Sample 66%
• Training Dataset 66%
• Experimental Result 33%
• Prediction Model 33%
• Learning Framework 33%
• Machine Learning 33%
• Training Process 33%
• Design Procedure 33%
• Sampling Technique 33%
• Design Information 33%
• Physical Design 33%
• Iteration of Design 33%
• Placement Information 33%