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Cross Layer Design Example of Vision Based Navigation: Kaushik Roy's Neuro-Inspired Computing

Автор: Kaushik Roy - Nanoelectronics Research Lab (NRL)

Загружено: 2025-04-08

Просмотров: 148

Описание: Kaushik Roy, a Purdue professor, highlights the importance of hardware architecture for energy consumption and latency in edge applications. Using a drone navigation example, it compares frame-based cameras with dynamic vision sensors (DVS) and discusses spiking neural networks (SNNs) for processing sensor data. Combining both camera types in hybrid networks improves performance, reducing parameters while maintaining accuracy.

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Cross Layer Design  Example of Vision Based Navigation: Kaushik Roy's Neuro-Inspired Computing

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