High-Speed Channel Modeling with Machine Learning Methods for Signal Integrity Analysis

Physics & Astronomy

• machine learning 100%
• integrity 83%
• regression analysis 80%
• high speed 59%
• learning 28%
• diagrams 20%
• preprocessing 16%
• data simulation 14%
• transmitters 12%
• hardware 12%
• receivers 10%
• simulation 10%
• nonlinearity 9%
• optimization 8%
• predictions 7%
• performance 5%

Engineering & Materials Science

• Deep neural networks 61%
• Machine learning 57%
• Support vector regression 18%
• Circuit simulation 17%
• Transmitters 13%
• Computer hardware 9%