ClopathLab

We were asked to write a commentary on NeuroAI for Nat. Rev. Neuro. with Sadra Sadeh, so here it is: nature.com/articles/s4158…

Trying to train RNNs in a biol plausible (local) way? Well, try our new method using predictive alignment. Paper just out in Nat. Com. @TAsabuki deserves all the credit! nature.com/articles/s4146…

Are predictions computed hierarchically, or can they be computed locally? Check out our paper! Congrats @TAsabuki pnas.org/doi/10.1073/pn…

Check out our new paper how to embed state transitions in recurrent networks. Well done @TAsabuki ! elifesciences.org/articles/95243

Check out our new work on in context learning with Jesse Geerts,@neuro_kim and Stephanie Chan arxiv.org/abs/2506.04289

How should you combine sensory inputs with your internal predictions? Well, use uncertainty directly computed by your prediction-error circuits. Cool? Check out our Nat. Com. paper with Loreen Hertäg and Katha Wilmes. nature.com/articles/s4146…

The @ClopathLab has a fully funded PhD position open for Oct in Computational Neuroscience at Imperial College London. If you are interested, just send us an informal e-mail!

RT @TAsabuki: How can a biologically plausible synaptic plasticity rule tame the chaos in recurrent neural networks? Check out our latest…

Want to hear more about how feedback can guide learning in RNNs for motor adaptation. Here is our new paper in Nat. Com. with @BarbaFeu and @JAlGallego nature.com/articles/s4146…

RT @SWC_Neuro: Check out the full paper in @CellCellPress from Mateo Velez-Fort, Lee Cossell, @_porta_laura, @ClopathLab and Troy Margrie…

Check out our new paper with the Margrie lab in Cell on motor and vestibular signals in the visual cortex. Well done Mateo Velez-Fort! cell.com/cell/fulltext/…

Want to hear more about hippocampus-to-cortex feedback circuit? Our paper with the Basu lab is out in Nat Neuro! rdcu.be/eak1k . Well done Tanvi Butola!

See our new paper in Science with the Hofer lab. Well done @SaraMederos_ !

Very grateful for #ERCCoG to fund my research for the next 5 years! erc.europa.eu/news-events/ne…

All details, links, code etc. can be found here: tomge.org/papers/simpl/ And a huge shout out to my amazing collaborators @PierreGlaser as well as @ClopathLab @neuro_kim @caswellcaswell! 2/21

📜Now in @NatureComms : We propose an alternate theory of "RPE-like" DA transients, in which DA's "goal" is to facilitate learning of temporal bases for reward predictive cues (not necessarily to encode a strict RPE). nature.com/articles/s4146… w/ Harel Shouval @ClopathLab

🔥We are hiring🔥! The @ClopathLab is looking for Postdocs, come and do cool science😎 with us! Just ping me informally if you are interested!

Practical information: The application should be sent to innovate@barefootlaw.orgwith a 1-page motivation statement and a CV. The internship will start end of summer (date flexible). The travelling costs will be covered, and the student will get a small bursary.

Imperial College London (Clopath Lab) and BarefootLaw together are offering a 6-month internship (duration flexible) at BarefootLaw, Kampala, Uganda, to improve a machine learning recommendation system which helps lawyers are BarefootLaw provide free legal guidance.

Are you a PhD student in machine learning? Looking for meaningful internship? Do you want to use your skills for Social Good?