Armin Lak

@laklab.bsky.social

Neuroscientist investigating neuronal bases of reward and learning. Associate Prof at Oxford University. www.laklab.org

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...

Climbing fibers encode the gradient of a loss function for the cerebellum

Neurons 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...

biorxiv.org

Our new paper on how mice become experts in a visual spatial attention task - after just 18 days of training! 🐭👁️🧠🔦 Lots of new findings made possible by standardized behavioral procedures and a fantastic team of 👩‍🔬👨‍🔬. Open access, all data + code posted. Check it out 👇

Cell Reports Methods@cp-cellrepmethods.bsky.social · 4w ago

A standardized and reproducible behavioral framework to elicit multiple aspects of visual spatial attention in mice

Amazing study and the coolest results (from my point of view!) is that LC norepinephrine neurons projecting to the frontal cortex encode reward prediction error

Jeremiah Cohen@jeremiahycohen.bsky.social · 4mo ago

Delighted to share our discoveries about one of the brain's neurotransmitter systems: www.biorxiv.org/content/10.6... Together with colleagues at the @alleninstitute.org, we have learned a lot about a tiny cluster of neurons in the brainstem locus coeruleus (LC) that releases norepinephrine (NE). 1

I am livid that after less than a day, Vance et al are back empty-handed. "Marathon" talks?? They didn't even sleep on it and try again! Many thousands of lives, the world economy and world hunger, and more, hang in the balance, and they stopped trying after less than a day?? What a rotten failure.

Actually the view from my office just got more interesting, as the official celebrations of the 200th anniversary now include a pirate projection saying "Free Palestine". Regardless of opinions, may UCL enjoy 200 more years of freedom of speech.

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There is a new Postdoctoral Research Associate position available in my group, to work on computational analysis of human neuroimaging workflows to develop robust, interpretable and scalable biomarkers of cognitive brain health. Closing date 10th Feb 2026. www.imperial.ac.uk/jobs/search-...

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