SNNF uses an event-based binary image and single-layer SNN to achieve 0.89 AUC in distinguishing signal from noise in DVS while using only 11-40% of the resources of prior filters.
HashHeat: A hashing-based spatiotemporal filter for dynamic vision sensor
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SNNF: An SNN-based Near-Sensor Noise Filter for Dynamic Vision Sensors
SNNF uses an event-based binary image and single-layer SNN to achieve 0.89 AUC in distinguishing signal from noise in DVS while using only 11-40% of the resources of prior filters.