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Optimal Hedging of Prediction Errors Using Prediction Errors

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Dialogues on prediction errors

Trends in Cognitive Sciences, 2008
The recognition that computational ideas from reinforcement learning are relevant to the study of neural circuits has taken the cognitive neuroscience community by storm. A central tenet of these models is that discrepancies between actual and expected outcomes can be used for learning.
Yael, Niv, Geoffrey, Schoenbaum
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Sex and Prediction Error, Part 3: Provoking Prediction Error

Journal of the American Psychoanalytic Association, 2021
In parts 1 and 2 of this Lacanian neuropsychoanalytic series, surplus prediction error was presented as a neural correlate of the Lacanian concept of jouissance. Affective consciousness (a key source of prediction error in the brain) impels the work of cognition, the predictive work of explaining what is foreign and surprising.
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Error mode prediction

Ergonomics, 1999
The study of accidents ('human errors') has been dominated by efforts to develop 'error' taxonomies and 'error' models that enable the retrospective identification of likely causes. In the field of Human Reliability Analysis (HRA) there is, however, a significant practical need for methods that can predict the occurrence of erroneous actions ...
E, Hollnagel, M, Kaarstad, H C, Lee
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Synthesis and analysis of prediction errors and error fusion based prior for prediction algorithms

Multimedia Tools and Applications, 2021
In this paper, we propose a simple and efficient post-processing algorithm to improve the accuracy of prediction based, computationally simple image reconstruction algorithms. The proposed algorithm works where there is a need to restore the missing pixels (such as interpolation, deinterlacing, sub-pixel rendering, denoising, and demosaicing).
Neeraj Kumar   +2 more
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