Comparison of Machine Learning Techniques for Predictive Modeling of High-Speed Links

Keyphrases

• Predictive Modeling 100%
• Training Data 100%
• Machine Learning Techniques 100%
• Eye Opening 100%
• High-speed Links 100%
• Eye Width 100%
• Predictive Models 50%
• Numerical Results 50%
• Channel Length 50%
• Sparse Grids 50%
• Transmitter 50%
• Cross-sectional Geometry 50%
• Artificial Neural Network 50%
• Regression Neural Network 50%
• Least Squares Support Vector Regression (LSSVR) 50%
• Quasi-TEM 50%
• Bit Error Rate 50%
• Eye Height 50%
• Grid Support 50%
• 12-bit 50%
• Receiver Model 50%
• Surrogate Model 50%
• Link-level Simulation 50%
• IBIS-AMI 50%

Engineering

• Interconnects 100%
• Machine Learning Technique 100%
• Eye Opening 100%
• Illustrates 50%
• Channel Length 50%
• Artificial Neural Network 50%
• Bit Error Rate 50%
• Grid Support 50%
• Surrogate Model 50%