
Karolina Socha
@karolinazsocha
Assistant Project Scientist @UCLA investigating neural circuits underlying decision-making across species
@karolinazsocha.bsky.social
ID: 1136528127864332291
https://www.linkedin.com/in/karolina-socha-b293315a?trk=contact-info 06-06-2019 06:59:56
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Cognitive models of behavior are a key part of neuroscience. But discovering them is hard! In new work from Google DeepMind Neuroscience and collaborators HHMI | Janelia, we demonstrate an approach that uses LLMs and large datasets to discover models automatically.

Our new paper with Christopher Langdon is just out in Dr Laurie K Mischley! We show that high-dimensional RNNs use low-dimensional circuit mechanisms for cognitive tasks and identify a latent inhibitory mechanism for context-dependent decisions in PFC data. nature.com/articles/s4159…









I'm happy to share the final version of our paper in nature this week, with a lot of new data! 📄: nature.com/articles/s4158… This would have been impossible without support from the NIH (especially BRAIN Initiative), as well as HHMI, Simons Foundation, Princeton Neuroscience Institute, HHWF, BRF.

Systems neuroscientists could use a tool that allows them to tweak neuronal activity and record at the same time. The Neuropixels Opto probe, although still a protoype, might be such a device. By Claudia López Lloreda thetransmitter.org/neuropixels/pe…



Thrilled to share our latest work in nature studying inter-brain neural dynamics in both biological and artificial intelligence systems — amazing work by Xingjian_Zhang 🧠, Nguyen Phi, and fantastic collaboration with Jonathan Kao! Read the full article here: rdcu.be/euu5Z


"Striatal visual responses increase prior to visuomotor learning" with: Andrada Marica bioRxiv: biorxiv.org/content/10.110…
