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Presentation

Co-Design for Edge Intelligence: Perception, Control, Computing
TimeWednesday, July 13th11:30am - 12:30pm PDT
LocationDAC Pavilion, Level 2 Exhibit Hall
Event Type
Tech Talk
Topics
Autonomous Systems
DescriptionAutonomous vehicles combine machine learning-based perception with planning and control. Co-design introduces the opportunity for new types of optimizations for perception that range across accuracy, execution time, and power consumption. The requirements on embedded computer vision for autonomy include accuracy, latency, and power consumption. These requirements interact---for example, long latencies can interfere with control performance. This talk will explore the use of co-design to create highly capable and efficient autonomous systems.