🔍 This framework helps researchers select appropriate models, understand limitations of common approaches, and interpret complex, naturalistic neuroimaging data more rigorously.

📌 Our work introduces a Dual-Dependency Taxonomy that clarifies how modelling choices shape inferences drawn from neural and linguistic data. We show how different dependency assumptions influence what conclusions are valid and provide guidance for choosing models that align with inference goals.

Aligning statistical models with inference goals in the neuroscience of language: A dual-dependency taxonomy Abstract. Language unfolds over time and across multiple representational levels, from acoustics to meaning. Neural systems must, therefore, integrate temporal with representational structure, linking...

📢 After many years of work, our new paper with Sophie Bouton, Anne-lise Giraud, Elia Formisano, Valerian Chambon and Narly Golestani is finally out: Aligning Statistical Models with Inference Goals
doi.org/10.1162/IMAG...

NEWS: the Ndlab just moved from University of Geneva to the Institute of Neuroinformatics, ETH Zurich! Excited to start a new chapter in this inspiring environment!!

We also have a open Postdoc position in human brain electrophysiology in collaboration with Prof. Maxime Baud at the University of Bern, check it out: ndlab.ch
#JobAlert #PostDoc #EEG #MachineLearning

The Ndlab is moving to the ETH Zurich and is hiring! We are opening two PhD positions in our lab at the prestigious institute of Neuroinformatics! Check it out: ndlab.ch
#ComputationalNeuroscience #PhDpositions #ETHZurich #Ndlab #JobAlert

Phase of firing does not reflect temporal order in sequence memory of humans and recurrent neural networks

www.nature.com/articles/s41...

Rarely categorical, always high-dimensional: how the neural code changes along the cortical hierarchy

www.biorxiv.org/content/10.1...

Could you add me please?

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I feel that the auditory research community has either not arrived here yet or is not very well connected. Please let me know who to add to this starter pack and self-nominate. 🧪
go.bsky.app/2V3D2mu

Here's a starter pack for people interested in the cognitive science and neuroscience of language. With all the new Bluesky arrivals, I'm sure I'm missing people—please let me know and I'll add!

go.bsky.app/6iumPee

🙋‍♂️🙏

From spiking neuronal networks to interpretable dynamics: a diffusion-approximation framework Modeling and interpreting the complex recurrent dynamics of neuronal spiking activity is essential to understanding how networks implement behavior and cognition. Nonlinear Hawkes process models can c...

🧵(1/n) I'm thrilled to announce that I published my very first! pre-print on BioRxiv. This work was co-supervised by Wilson Truccolo and Timothée Proix @ndlab.bsky.social.
www.biorxiv.org/content/10.1...
🧠🧪 #compneuro