AI-Enhanced RF/Mixed-Signal Circuits for Reliable Operations
18021 Cowan, , Irvine, , California, United States, 92614Abstracts: AI-driven design and optimization are revolutionizing RF and mixed-signal circuits for operation in extreme environments, including high radiation and wide temperature ranges. This talk explores the use of reinforcement learning (RL) and generative models to improve circuit robustness and adaptability. RL-based self-healing techniques leverage embedded electromagnetic sensors for real-time monitoring and dynamic fault recovery,... Read more