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- W4386987605 abstract "Predictive-coding has justifiably become a highly influential theory in Neuroscience. However, the possibility of its unfalsifiability has been raised. We argue that if predictive-coding were unfalsifiable, it would be a problem, but there are patterns of behavioural and neuroimaging data that would stand against predictive-coding. Contra (vanilla) predictive patterns are those in which the more expected stimulus generates the largest evoked-response. However, basic formulations of predictive-coding mandate that an expected stimulus should generate little, if any, prediction error and thus little, if any, evoked-response. It has, though, been argued that contra (vanilla) predictive patterns can be obtained if precision is higher for expected stimuli. Certainly, using precision, one can increase the amplitude of an evoked-response, turning a predictive into a contra (vanilla) predictive pattern. We demonstrate that, while this is true, it does not present an absolute barrier to falsification. This is because increasing precision also reduces latency and increases the frequency of the response. These properties can be used to determine whether precision-weighting in predictive-coding justifiably explains a contra (vanilla) predictive pattern, ensuring that predictive-coding is falsifiable." @default.
- W4386987605 created "2023-09-24" @default.
- W4386987605 creator A5011062278 @default.
- W4386987605 creator A5029199635 @default.
- W4386987605 creator A5073258607 @default.
- W4386987605 creator A5090578814 @default.
- W4386987605 date "2023-11-01" @default.
- W4386987605 modified "2023-10-15" @default.
- W4386987605 title "Is Predictive Coding Falsifiable?" @default.
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