Computational neuroscientist bringing machine and neural learning closer together [Oxford NeuroAI] @ox.ac.uk @oxforddpag.bsky.social 🇵🇹🇪🇺🇬🇧🌳 neuralml.github.io www.medsci.ox.ac.uk/neuroaihttps://bsky.app/profile/somnirons.bsky.socialhttps://bsky.app/profile/somnirons.bsky.social/post/3mu3s6fgkh22yHow does the brain continually adapt? Fresh in @natureportfolio.nature.com our super exciting collaboration with @mark-j-wagner.bsky.social showing that the cerebellum contextualises cortical dynamics enable multi-task learning: https://www.nature.com/articles/s41586-026-10946-127 Aug 2026 21:29 +0000at://did:plc:6lrmaskis46ie5blzuewvtnc/app.bsky.feed.post/3mu3s6fgkh22yhttps://bsky.app/profile/somnirons.bsky.social/post/3ms6t7uqw222zWhile I am sad to miss #CCN2026 our group will showing the cool stuff that we have been doing in the model-brain alignment space, including a selected talk by Angeliki! See list, including our fun gaming collaboration with the groups of @marcelomattar.bsky.social and @momchiltomov.bsky.social03 Aug 2026 15:36 +0000at://did:plc:6lrmaskis46ie5blzuewvtnc/app.bsky.feed.post/3ms6t7uqw222zhttps://bsky.app/profile/somnirons.bsky.social/post/3mrcj3bgr2k2zTotally agree with this perspective. We need to consider how intelligence arises in the first place if we want to reproduce it — learning principles are critical. [contains quote post or other embedded content]23 Jul 2026 09:19 +0000at://did:plc:6lrmaskis46ie5blzuewvtnc/app.bsky.feed.post/3mrcj3bgr2k2zhttps://bsky.app/profile/somnirons.bsky.social/post/3mqry3zv3522fReally cool illustration of our paper. @neurosock.bsky.social's great work! [contains quote post or other embedded content]16 Jul 2026 19:33 +0000at://did:plc:6lrmaskis46ie5blzuewvtnc/app.bsky.feed.post/3mqry3zv3522fhttps://bsky.app/profile/somnirons.bsky.social/post/3mpg6ateckk25I would totally like to second this. Huge congrats to Michał Wójcik who has managed to get this over the line despite the huge challenges! [contains quote post or other embedded content]29 Jun 2026 09:26 +0000at://did:plc:6lrmaskis46ie5blzuewvtnc/app.bsky.feed.post/3mpg6ateckk25https://bsky.app/profile/somnirons.bsky.social/post/3mokogax2ms2uOur latest story is finally in preprint! 🧠✨ How does the brain solve the (hierarchical) credit assignment problem efficiently? Cell-type-specific cortical feedback holds the key, closely approximating backprop. Paper: https://doi.org/10.64898/2026.06.16.73259518 Jun 2026 11:01 +0000at://did:plc:6lrmaskis46ie5blzuewvtnc/app.bsky.feed.post/3mokogax2ms2uhttps://bsky.app/profile/somnirons.bsky.social/post/3mllbuxznys27Our first endeavour in jointly explaining human brain-behaviour through gameplay! An impressive effort led by @botoscsabi.bsky.social and @sreejan.bsky.social with the help of a team of collaborators! Parer: arxiv.org/abs/2605.08019 [contains quote post or other embedded content]11 May 2026 12:33 +0000at://did:plc:6lrmaskis46ie5blzuewvtnc/app.bsky.feed.post/3mllbuxznys27https://bsky.app/profile/somnirons.bsky.social/post/3mgcqg2hqe22pThe contextual machine of the brain? Beautiful data! [contains quote post or other embedded content]05 Mar 2026 11:54 +0000at://did:plc:6lrmaskis46ie5blzuewvtnc/app.bsky.feed.post/3mgcqg2hqe22p