Nosrat Mohammadi

Nosrat Mohammadi

@nosrat.bsky.social

Postdoctoral researcher in computational neuroscience, university of Geneva. Studying the compositional properties of syntax, neural manifolds and emotions! webpage: nosratullah.github.io

900 followers1.1K following306 posts

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Nosrat Mohammadi reposted

New blog post: "we should resist ... using journal publication record as a key indicator of applicant suitability, because itโ€™s a system that shifts costs from the rich to the poor, slows down scientific progress as a whole, and bakes in discrimination" thesamovar.github.io/zavarka/hiri...

thesamovar.github.ioHiring based on journal publication record is inherently inequitableThe idea that we need journals and peer review as โ€˜proxies for good science workโ€™ because otherwise the academic hiring process would be too difficult is widespread (at least among senior scientists),...

Nosrat Mohammadi reposted

A Relational Code for Objects in Primate Frontal Cortex www.biorxiv.org/content/10.6... "Represents not only where objects are, but also how they are arranged with respect to one another." It's so rare to see studies of multi-object perception! Does neuroscience have a single object bias?๐Ÿค”

Nosrat Mohammadi reposted

Nosrat Mohammadi reposted

Nosrat Mohammadi reposted

Re-post ๐Ÿ” is appreciated! #neurojobs: weโ€™re looking for new team members to join us @cmc-unit.bsky.social!โ€จIf youโ€™d like to study decision-making in naturalistic & embodied contexts (integrating RL, RNNs & cross-species data analysis) in a cool & collaborative research environment ๐Ÿ˜Ž, check ๐Ÿ‘‡

Roxana Zeraati@roxana-zeraati.bsky.social

Link to ads: Postdoc position: nextcloud.tuebingen.mpg.de/index.php/s/... PhD position: nextcloud.tuebingen.mpg.de/index.php/s/... Weโ€™re also both at @bernsteinneuro.bsky.social and happy to chat!

Nosrat Mohammadi reposted

Re-post ๐Ÿ” is appreciated! #neurojobs: weโ€™re looking for new team members to join us @cmc-unit.bsky.social!โ€จIf youโ€™d like to study decision-making in naturalistic & embodied contexts (integrating RL, RNNs & cross-species data analysis) in a cool & collaborative research environment ๐Ÿ˜Ž, check ๐Ÿ‘‡

Shervin Safavi@neuroprinciplist.bsky.social

Link to ads: Postdoc position: nextcloud.tuebingen.mpg.de/index.php/s/... PhD position: nextcloud.tuebingen.mpg.de/index.php/s/... Weโ€™re also both at @bernsteinneuro.bsky.social and happy to chat!

Nosrat Mohammadi reposted

Reminder: we're looking for 2 postdocs and 1 PhD student to join us in Barcelona to explore the computational mechanisms of perception ๐Ÿ‘๏ธ๐Ÿ‘‚๐Ÿง . With a flexible blend of theory & experiments. Please spread the word ๐Ÿ™

Alex Hyafil@alexhyafil.bsky.social

๐Ÿ“ฃ2 postdoc and 1 phD positions on computational mechanisms of human perception in Barcelona. One postdoc position (2-y) is joint w Chris Summerfield ( @summerfieldlab.bsky.social) on visual scene perception, mixing modelling w ANN and behavioral experiments.

Nosrat Mohammadi reposted

How much representational diversity exists around a trained network? A lot, it turns out! Moving a ViTโ€™s weights by 1.3% while preserving its predictions, its representations end up less similar to the original than a random-init ViTโ€™s โ€ผ๏ธ New paper: Hessian Null Space Continuation (HNC) ๐Ÿ’ซ๐Ÿงต (1/12)

Nosrat Mohammadi reposted

Nosrat Mohammadi reposted

Excited to share that my postdoc work with Timothรฉe Proix @ndlab.bsky.social is now in Nature Communications!๐ŸŽ‰ Recording from 624 human neurons, we show that semantic predictions realign phonetic population activityโ€”revealing how meaning feeds back to reshape speech-sound processing. Thread 1/6 ๐Ÿ‘‡

nature.comTop-down semantic predictions align phonetic neuronal dynamics in human superior temporal gyrus - Nature CommunicationsHow semantic information influences phonetic processing during speech perception remains unclear. Here, the authors show that semantic predictions reshape phonetic representations in human temporal co...

Nosrat Mohammadi reposted

I was reflecting on how many random contingencies went into creating the current accelerating AI moment and had Opus 5.5 put together a video, inspired by old science show Connections, to try and point out how a series of initially unrelated ideas led to the moment we are in now.

Nosrat Mohammadi reposted

Come and meet the Neural Reckoners at #BernsteinConference next week. I'll be talking about our recent work on neuromodulation at the satellite workshop below, and we have some posters.

Maciej Kania@kaniamaciej.bsky.social

Train your model on a task, or fit it to biological data? And once it's optimized, what does it tell us about the brain? ๐Ÿง  In our #BernsteinConference satellite workshop, we'll discuss these questions through the lenses of different optimization methods. Check it out in Room 3.104! ๐Ÿค“๐Ÿ˜‰

Nosrat Mohammadi reposted

Nosrat Mohammadi reposted

Nosrat Mohammadi reposted

How can neural assemblies remain stable while still learning new, overlapping representations? New ๐Ÿ“ by @gjorjulijana & @cmiehl et al. proposes contextual #dendritic gating of #plasticity as a circuit mechanism for flexible, assembly-based computation ๐Ÿ‘Œ #Neuroscience #CompNeuro

Julijana Gjorgjieva@gjorjulijana.bsky.social

Supper happy to see this published. In short, we show how dendrites and inhibition allow neural circuits to learn new representations while protecting representations that are already stored in the network. See below for a detailed post by @cmiehl.bsky.social: www.sciencedirect.com/science/arti...

Nosrat Mohammadi reposted

New preprint ๐Ÿง ๐Ÿ—ฃ๏ธ We recorded intracranial activity while people told stories freely. The brain commits to sentence structure early: syntactic depth and core categories (nouns, verbs) are encoded ~1s before articulation, while adjectives and adverbs are specified only ~0.5s out. Check it out!

biorxiv.orgCortico-hippocampal dynamics of hierarchical syntactic planning in natural speech productionThe human brain must rapidly construct hierarchical structures to organize complex sequential behavior, yet the neural dynamics supporting this process during natural behavior remain poorly understood...

Nosrat Mohammadi reposted

Study finds that when a network with low-dimensional structure receives outside input or is perturbed by noise, it can produce either high- or low-dimensional responses depending on the finer structure of the network and its input. Read the study: https://go.aps.org/4fT3NLA

Nosrat Mohammadi reposted

Nosrat Mohammadi reposted

๐ŸŽ‰ *extremely* excited to share our human single neuron + movie dataset is out in #ScientificData! ๐Ÿ“„ Human neuron activity during an 83-minute movie from 2,286 neurons and 29 patients ๐Ÿ”—https://www.nature.com/articles/s41597-026-07955-0 1st public dataset from @humansingleneuron.bsky.social!๐Ÿงต

Nosrat Mohammadi reposted

If an action results in error, each neuron requires an individualized teaching signal that guides change in its output. This is the credit assignment problem of learning. Are there neurons in the brain that can compute such a sophisticated teaching signal? Yes. www.biorxiv.org/content/10.6...

biorxiv.orgClimbing fibers encode the gradient of a loss function for the cerebellumNeurons in the brain are often many synapses away from motoneurons, yet if a movement results in error, each distant neuron needs a teacher that considers its specific contribution to production of th...

Nosrat Mohammadi reposted

New preprint! What the eyes do when searching for a visual target reveals the psychological similarity between objects, just like more classic (but much longer & tedious) tasks like triplet odd-one-out and direct comparison. www.biorxiv.org/cgi/content/... #BRAINFLOW @upcite.bsky.social @cnrs.fr

biorxiv.orgEye movements reveal representational geometryMental representations are the explanatory construct of the cognitive sciences, but there is no widely accepted characterization of how they cause behavior. Visual representational geometry can be quantified by similarity scores, but almost all methods require an explicit judgment. To examine how representations cause behavior by varying task demands, observers must perform different tasks while continuously reporting similarity, leading to dual-task interference. This study develops scanpaths as an implicit similarity measure, and uses representational similarity analysis to validate it. Observers searched for a target; fixations on distractors may reveal similarity. Similarity was also quantified by an odd-one-out task in the same participants, and ratings from different participants (Jiang et al. 2022). Representational geometries between tasks correlated. A generative model predicted first fixations in novel data. This double validation of the scanpath method opens the door to examining the causality of representations by determining if and how they vary with task demands. ### Competing Interest Statement The authors have declared no competing interest.

Nosrat Mohammadi reposted

new preprint! ๐Ÿฅณ we investigated the encoding of syntax and probability in cortical activity recorded with ECoG ๐Ÿง , and, it turns out: high-frequency cortical activity represents both features - side-by-side ๐Ÿ™Œ, and in interaction ๐Ÿค. www.biorxiv.org/content/10.6... (thread to follow soon)

bioRxiv Neuroscience@biorxiv-neursci.bsky.social

Linguistic structure and probability are jointly encoded in high gamma power https://www.biorxiv.org/content/10.64898/2026.07.21.739808v1

Nosrat Mohammadi reposted

**Please repost** If you're enjoying Paper Skygest -- our personalized feed of academic content on Bluesky -- we'd appreciate you reposting this! Weโ€™ve found that the most effective way for us to reach new users and communities is through users sharing it with their network

Nosrat Mohammadi reposted

Nosrat Mohammadi reposted

Nosrat Mohammadi reposted

Our Impact Scholars @neuromatch.bsky.social project on ๐—ต๐—ผ๐˜„ ๐—ฟ๐—ฒ๐˜„๐—ฎ๐—ฟ๐—ฑ ๐˜ƒ๐˜€ ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐˜€๐—ต๐—ฎ๐—ฝ๐—ฒ ๐—ป๐—ฒ๐˜‚๐—ฟ๐—ฎ๐—น ๐—ฝ๐—ผ๐—ฝ๐˜‚๐—น๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฑ๐˜†๐—ป๐—ฎ๐—บ๐—ถ๐—ฐ๐˜€ ๐—ถ๐—ป ๐—บ๐—ผ๐˜‚๐˜€๐—ฒ ๐˜ƒ๐—ถ๐˜€๐˜‚๐—ฎ๐—น ๐—ฐ๐—ผ๐—ฟ๐˜๐—ฒ๐˜… is out! โ€จ With ๐—๐—ผ๐—ต๐—ป ๐— ๐—ฎ๐—ฑ๐—ฟ๐—ถ๐—ฑ-๐—–๐—ฎ๐—ฟ๐˜ƒ๐—ฎ๐—ท๐—ฎ๐—น @johnmadridcarvajal.bsky.social, ๐—ž๐—ฎ๐˜๐—ท๐—ฎ ๐—ž๐—ฎ๐˜‚๐—ฟ๐—ถ๐—ป๐—ธ๐—ผ๐˜€๐—ธ๐—ถ, ๐—œ๐˜€๐—ต๐—ฎ๐˜๐—ฝ๐—ฟ๐—ฒ๐—ฒ๐˜ ๐—ฆ๐—ถ๐—ป๐—ด๐—ต, ๐—ฅ๐—ผ๐—ต๐—ถ๐˜ ๐—๐—ฒ๐˜€๐˜„๐—ฎ๐—ป๐˜๐—ต. ๐Ÿง  ๐Ÿ‘‰ zenodo.org/records/2064... ๐Ÿงต๐Ÿ‘‡ 1/8

Nosrat Mohammadi reposted

Letโ€™s study learning trajectories in self-supervised speech models! ๐Ÿ”Š Do they reflect the hierarchical organization of spoken language? We have analyzed a lot of training checkpoints to find out ๐ŸŒ  Preprint: arxiv.org/abs/2604.02043 โฌ‡๏ธ

Nosrat Mohammadi reposted

Most of the statistical tests you learned in stats class โ€” t-test, ANOVA, correlation โ€” are actually special cases of a single thing: linear regression. Ch 7 of Experimentology argues that thinking in models, not tests, is more flexible and a better foundation for theory. ๐Ÿงต experimentology.io