ECE 4740 - Embedded Artificial Intelligence (AI)

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Foundations of AI algorithms and implementation of AI in embedded systems (microcontroller or custom hardware). Topics include neural networks, fuzzy logic, decision trees, clustering, reinforcement, and self-organizing methods in applications for low-cost mobile systems with limited processing power and battery life. The theory, common implementations, and techniques for simplifying calculations and modifying algorithms for implementations in embedded systems will be presented. Students will participate in hands-on exercises in implementing these on targets of microcontrollers or by designing digital circuits for FPGAs.
Prerequisite(s): ECE 3540, ECE 3720, ECE 4710, or ECE 4731.