Fabian Schneider
@fabianschneider.bsky.social
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Doctoral researcher. Interested in memory, audition, semantics, predictive coding, spiking networks.
pinned post!
Same sound, different perception: Do expectations change what you hear?👂🧠 We paired faces w topics and played the same ambiguous speech w different faces. The brain sharpened sensory signals toward predictions and showed gated prediction errors at higher levels. Read
@plosbiology.org
. Blueprint👇
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Sensory sharpening and semantic prediction errors unify competing models of predictive processing in human speech comprehension
Speech comprehension relies on predictive mechanisms, but models disagree on whether the brain prioritizes expected or unexpected information. This study shows that sharpening of sensory representatio...
https://dx.plos.org/10.1371/journal.pbio.3003588
2 days ago
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Same sound, different perception: Do expectations change what you hear?👂🧠 We paired faces w topics and played the same ambiguous speech w different faces. The brain sharpened sensory signals toward predictions and showed gated prediction errors at higher levels. Read
@plosbiology.org
. Blueprint👇
loading . . .
Sensory sharpening and semantic prediction errors unify competing models of predictive processing in human speech comprehension
Speech comprehension relies on predictive mechanisms, but models disagree on whether the brain prioritizes expected or unexpected information. This study shows that sharpening of sensory representatio...
https://dx.plos.org/10.1371/journal.pbio.3003588
2 days ago
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Fabian Schneider
Eiko Fried
7 days ago
After 5 years of data collection, our WARN-D machine learning competition to forecast depression onset is now LIVE! We hope many of you will participate—we have incredibly rich data. If you share a single thing of my lab this year, please make it this competition.
eiko-fried.com/warn-d-machi...
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WARN-D machine learning competition is live » Eiko Fried
If you share one single thing of our team in 2026—on social media or per email with your colleagues—please let it be this machine learning competition. It was half a decade of work to get here, especi...
https://eiko-fried.com/warn-d-machine-learning-competition-is-live/
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Victoria Bosch
2 months ago
Introducing CorText: a framework that fuses brain data directly into a large language model, allowing for interactive neural readout using natural language. tl;dr: you can now chat with a brain scan 🧠💬 1/n
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Simon Kern
3 months ago
How well do classifiers trained on visual activity actually transfer to non-visual reactivation?
#Decoding
studies often rely on training in one (visual) condition and applying it to another (e.g. rest-reactivation). However: How well does this work? Show us what makes it work and win up to 1000$!
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IMAGINE-decoding-challenge
Predict which words participants were hearing, based upon brain activity recordings of visually seeing these items?
https://www.kaggle.com/competitions/the-imagine-decoding-challenge/
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Fabian Schneider
3 months ago
🧠 Regularization, Action, and Attractors in the Dynamical “Bayesian” Brain
direct.mit.edu/jocn/article...
(still uncorrected proofs, but they should post the corrected one soon--also OA is forthcoming, for now PDF at
brainandexperience.org/pdf/10.1162-...
)
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Regularization, Action, and Attractors in the Dynamical “Bayesian” Brain
Abstract. The idea that the brain is a probabilistic (Bayesian) inference machine, continuously trying to figure out the hidden causes of its inputs, has become very influential in cognitive (neuro)sc...
https://direct.mit.edu/jocn/article/doi/10.1162/JOCN.a.2390/133458/Regularization-Action-and-Attractors-in-the
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Andrew Lampinen
5 months ago
In neuroscience, we often try to understand systems by analyzing their representations — using tools like regression or RSA. But are these analyses biased towards discovering a subset of what a system represents? If you're interested in this question, check out our new commentary! Thread:
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🚨 Fresh preprint w/
@helenblank.bsky.social
! How does the brain acquire expectations about a conversational partner, and how are priors integrated w/ sensory inputs? Current evidence diverges. Is it prediction error? Sharpening? Spoiler: It's both.👀 🧵1/16
www.biorxiv.org/content/10.1...
6 months ago
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Decision, Action, and Neural Computation (DANC) lab
8 months ago
It's been a while since our last laminar MEG paper, but we're back! This time we push beyond deep versus superficial distinctions and go whole hog. Check it out- lots more exciting stuff to come! 🧠📈
add a skeleton here at some point
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