AOT-SNN is extended to regression with heteroscedastic Gaussian and classification-based uncertainty estimates, with mixed benchmark results.
A review of uncertainty quantification in deep learning: Techniques, applications and challenges,
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Average-Over-Time Spiking Neural Networks for Uncertainty Estimation in Regression
AOT-SNN is extended to regression with heteroscedastic Gaussian and classification-based uncertainty estimates, with mixed benchmark results.