Fast Variation-aware Circuit Sizing Approach for Analog Design with ML-Assisted Evolutionary Algorithm

Keyphrases

• Machine Learning 100%
• Evolutionary Algorithms 100%
• Variation-aware 100%
• Analog Design 100%
• Circuit Sizing 100%
• Fast Variation 100%
• Evolutionary Optimization 50%
• Analog Circuit Sizing 50%
• Popular 25%
• Prediction Model 25%
• Process Variation 25%
• Circuit Simulation 25%
• Process Optimization 25%
• High Reliability 25%
• Monte Carlo Simulation 25%
• Convergence Time 25%
• Machine Learning Techniques 25%
• Force Model 25%
• Practical Design 25%
• Variant Effect 25%
• Force-directed Model 25%

Engineering

• Analog Circuit 100%
• Analog Design 100%
• Learning System 100%
• Circuit Simulation 50%
• Adaptability 50%
• Convergence Time 50%
• Machine Learning Technique 50%
• Force Model 50%
• Process Variation 50%

Computer Science

• Machine Learning 100%
• Learning System 100%
• Evolutionary Algorithm 100%
• Analog Circuit 33%
• Speed-up 16%
• Process Variation 16%
• Circuit Simulation 16%
• Monte Carlo Simulation 16%
• Prediction Model 16%
• Process Optimization 16%
• High Reliability 16%
• Popular Approach 16%
• Machine Learning Technique 16%