Speed-based Filtration and DBSCAN of Event-based Camera Data with Neuromorphic Computing

January 26, 2024 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Charles P. Rizzo, Catherine D. Schuman, James S. Plank arXiv ID 2401.15212 Category cs.NE: Neural & Evolutionary Citations 1 Venue arXiv.org Last Checked 4 months ago
Abstract
Spiking neural networks are powerful computational elements that pair well with event-based cameras (EBCs). In this work, we present two spiking neural network architectures that process events from EBCs: one that isolates and filters out events based on their speeds, and another that clusters events based on the DBSCAN algorithm.
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