Spiking Point Mamba combines Mamba state-space layers with spiking neurons and dynamic encoding to achieve state-of-the-art SNN accuracy on point cloud classification and part segmentation.
Adaptive exponen- tial integrate-and-fire model as an effective description of neuronal activity.Journal of neurophysiology, 94(5):3637– 3642, 2005
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Efficient Spiking Point Mamba for Point Cloud Analysis
Spiking Point Mamba combines Mamba state-space layers with spiking neurons and dynamic encoding to achieve state-of-the-art SNN accuracy on point cloud classification and part segmentation.