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Three days full of science in Frankfurt visiting @bledowski.bsky.social and @rademaker.bsky.social. Very happy to chat with the amazing students and colleagues in both labs! Now off to @ecvp.bsky.social in Mainz.
On my way from Aberdeen to Liverpool now. Huge thanks to the Aberdeen Psychology team @abdnpsych.bsky.social and especially @mauromanassi.bsky.social for making this visit possible. It was lovely to meet so many people doing fantastic rese…
And that’s how you know that VSS abstracts been published:) #visionscience
We found strong evidence for bimodality of observers' representations as predicted by the model both in behavior and in the brain. In the brain, this is evident from bimodality in the decoded representations. In behavior, we see it in surp…
Our paper on motion direction representation in the visual cortex has now been published in NatComm. We describe a Bayesian observer model combining information about velocity and orientation signals ('motion streaks') and test its predict…
Sure, there might be other algorithms to solve this problem (see also the supplement), but unless you abandon the idea of being accurate, you can't get rid of biases. That being said, predictions for empirical data are in the discussion an…
I'm obviously biased 🤠 but I like this model for two reasons: it's simple (no complex priors or likelihoods) and if you accept its premises (there is noise and the link between stimuli and sensory signals have to be inferred), it must be c…
Crucially, optimal (most accurate) solutions for this problem are often biased with bias patterns matching previous data. Without any extra components (priors, changes in the likelihood or cost functions) you can have attraction or repulsi…
The model proposed here goes in the opposite direction: it suggests that biases arises because observers try to separate ("demix") stimuli representations. This is because an observer can't know in advance which stimulus caused which sens…
Such biases have many names: tilt illusion, serial dependence, distractor repulsion, adaptive search templates, etc. Previous models proposed that biases arise because observers mix in the context - either it is added directly as a prior (…
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