DRC Violation Prediction with Pre-global-routing Features Through Convolutional Neural Network

Keyphrases

• Applied Machine Learning 33%
• CNN Model 33%
• Convolutional Neural Network 100%
• Design Closure 33%
• Design Procedure 66%
• Design Rule Checking 100%
• Fully Convolutional Network 33%
• Global Routing 100%
• Image Features 33%
• Machine Learning Models 33%
• Machine Learning Techniques 33%
• Network Approach 33%
• Oversampling Technique 33%
• Physical Design 66%
• Pin Accessibility 33%
• Result Prediction 66%
• Training Effectiveness 33%
• Training Samples 33%
• U-Net 33%
• Violation Prediction 100%

Computer Science

• Applied Machine Learning 50%
• Convolutional Neural Network 100%
• Design Procedure 100%
• Fully Convolutional Network 50%
• Global Routing 100%
• image feature 50%
• Iteration of Design 50%
• Learning System 50%
• Machine Learning 50%
• Machine Learning Technique 50%
• Physical Design 100%
• Placement Information 50%
• Residual Neural Network 50%
• Sampling Technique 50%
• Training Sample 50%