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Desiderata of evidence for representation in neuroscience
We discuss how common methods such as correlational analyses, decoding and encoding models, representational similarity analysis, and tests of statistical dependence are used to evaluate the desiderata.
Studying the neural representations of uncertainty
The study of the brain's representations of uncertainty is a central topic in neuroscience.
Biases and Variability from Costly Bayesian Inference
An unpredictability cost induces underestimation of small probabilities and a fixed bias that remains appreciable even for nearly unbiased observations.
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