Graph Attention Networks to Identify the Impact of Transistor Degradation on Circuit Reliability

Keyphrases

• Transistor 100%
• Graph Attention Network 100%
• Circuit Reliability 100%
• Transistor Degradation 100%
• Graph Neural Network 30%
• Machine Learning 20%
• Unseen 20%
• Machine Learning Techniques 10%
• Traditional Machine Learning 10%
• Network Approach 10%
• Attention Mechanism 10%
• Aging 10%
• Monte Carlo Simulation 10%
• Monte Carlo 10%
• Error-free 10%
• Circuit Design 10%
• Timing Error 10%
• Simulation Time 10%
• Circuit Simulation 10%
• Current Solution 10%
• Series-connected 10%
• Uphold 10%
• Parallel Connection 10%
• Topological Methods 10%
• Heterogeneous Graph 10%
• Timing Failures 10%
• Standard Cell Library 10%
• Fast Inference 10%
• Single Circuit 10%
• ASAP7 10%

Computer Science

• Attention (Machine Learning) 100%
• Graph Neural Network 60%
• Machine Learning 40%
• Learning System 40%
• Complex Task 20%
• Monte Carlo Simulation 20%
• Machine Learning Technique 20%
• Affect Performance 20%
• Simulation Time 20%
• Circuit Simulation 20%