About Diego Augusto Silva Diego Augusto Silva Ph.D. Student, Electrical and Computer Engineering Neuromorphic Vision Deep learning Object detection autonomous driving event-based cameras neuromorphic computing Events Presented Events Jul 13 - Jul 19, 2025 Design of Neuromorphic Object Detection Systems Diego Augusto Silva, Ph.D. Student, Electrical and Computer Engineering Jul 16, 16:00 - 17:00 B3 L5 R5209 event-based object detection neuromorphic vision systems efficient deep learning architectures This dissertation advances event-based object detection by developing efficient deep learning frameworks such as ReYOLOv8 and Chimera, introducing novel encoding and augmentation techniques, releasing a new neuromorphic dataset, and demonstrating a real-time, low-power traffic monitoring system that highlights the practical potential of bio-inspired vision systems.
Design of Neuromorphic Object Detection Systems Diego Augusto Silva, Ph.D. Student, Electrical and Computer Engineering Jul 16, 16:00 - 17:00 B3 L5 R5209 event-based object detection neuromorphic vision systems efficient deep learning architectures This dissertation advances event-based object detection by developing efficient deep learning frameworks such as ReYOLOv8 and Chimera, introducing novel encoding and augmentation techniques, releasing a new neuromorphic dataset, and demonstrating a real-time, low-power traffic monitoring system that highlights the practical potential of bio-inspired vision systems.
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