A self-supervised spiking neural network framework estimates optical flow from asynchronous underwater event streams without labeled data, achieving competitive accuracy with high computational efficiency.
Adaptive-SpikeNet: event-based optical flow estimation using spiking neural networks with learnable neuronal dy- namics
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Aquatic Neuromorphic Optical Flow
A self-supervised spiking neural network framework estimates optical flow from asynchronous underwater event streams without labeled data, achieving competitive accuracy with high computational efficiency.