Rafael Malach Lab

88 posts

Rafael Malach Lab

Rafael Malach Lab

@MalachLab

Joined Mart 2017
126 Following708 Followers
Rafael Malach Lab
Rafael Malach Lab@MalachLab·
Our results thus support the hypothesis that relational coding plays an important functional role in perception and our shared visual world.
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Rafael Malach Lab retweeted
David Omer
David Omer@DavidOmer_·
Nachum's new book Natural Neuroscience is out! A fresh take on how brains work in the real world—well worth a read.
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Rafael Malach Lab
Rafael Malach Lab@MalachLab·
@fontgibu ןצך3 נךנ 44טנט טכ4ע ךטיוננ5נטףצ3 טנאאה ףג3הם7 ע"מ מ5 ךר לנעעךעהךע אכחע ץאע3ט גני 55הךכהרט4
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Mrs. Plum ⏾
Mrs. Plum ⏾@fontgibu·
Too much time spent in Shadow can result in deficiency of Light, and it can be depressive if our physical world existence is already bleak in faith or positivity. Too much time spent in Light brings a risk for physical world collapse when Shadow hits reality—we can find ourselves completely unprepared for real tragedy and heartbreak, and suffer accordingly. We’re not meant to dilly-dally in darkness, but we can’t expect to stay forever under a sunny sky. The goal is adaptability to either state-of-being and tempering of our expectations—aligned living at its best.
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Rafael Malach Lab
Rafael Malach Lab@MalachLab·
Are high-order visual cortex representations organized according to purely visual, or also linguistic, principles? Check out the new preprint from our great collaboration with @yovelgalit @ShohamAdva - always a pleasure working with you!
adva shoham@ShohamAdva

Is the visual cortex aligned with language models as it is with visual models? Only when the text describes the images. Discover more in our latest work: biorxiv.org/content/10.110… @rotembroday

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Rafael Malach Lab
Rafael Malach Lab@MalachLab·
As can be seen, the receptive field structure of entorhinal neurons resembles the basis functions of JPEG, suggesting a form of lossy representation of space in the entorhinal cortex. (4/4)
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Rafael Malach Lab
Rafael Malach Lab@MalachLab·
We illustrate this point, among other examples, by noting a surprising similarity between entorhinal grid cells and the widely used information compression algorithm JPEG (Figure 3, see next). (3/4)
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Rafael Malach Lab
Rafael Malach Lab@MalachLab·
These results help explain the substantial similarity in perceptual judgments that are observed across individuals. They further point to relational coding as a fundamental representational principle in high order human visual areas.
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Rafael Malach Lab
Rafael Malach Lab@MalachLab·
Our results show that what remains invariant across brains is not the activation patterns (population vectors), commonly considered the “work horse” of visual representations, but rather the similarity structure (relational coding) which emerges between these patterns (see fig)
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Rafael Malach Lab
Rafael Malach Lab@MalachLab·
Together with the superb Reichman University group: Ofer Lipman, @Doronfried1779 and Yacov Hel-Or and our group’s brilliant alumni @ShanyGrossman, we explored this question by studying intracranial recordings from the visual cortex of patients undergoing clinical diagnosis.
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Rafael Malach Lab
Rafael Malach Lab@MalachLab·
Why do we all perceive the world in a (largely) similar manner? This question is not only interesting from a social-neuroscience point of view, but addresses the fundamental issue of neuronal representations of perceptual content in the human brain. New preprint arXiv:2407.08714
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