A moment neural network trained only on the mean firing rate learns to use firing covariance as an unsupervised confidence signal, matching human-level uncertainty reports in a working memory task.
Monkeys and humans take local uncertainty into account when localizing a change
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Uncertainty Quantification in Working Memory via Moment Neural Networks
A moment neural network trained only on the mean firing rate learns to use firing covariance as an unsupervised confidence signal, matching human-level uncertainty reports in a working memory task.