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Out today in Neuron 🥳 doi.org/10.1016/j.neur… ⚖️ Is there a computational trade-off between memory and abstraction? 📐 How does the geometry of the neural code control this trade-off? 🧠 What are its implications on social memory and familiarity? Check out the paper and 🧵👇

Neuroscientists can now record neural activity at an unprecedented scale, and have mapped out connectomes and transcriptomes at single-cell resolution. How do we incorporate them into brain-wide models? Check out our CosyneMeeting @Cosyne2024 workshop: sites.google.com/view/brainwide…

Hi there, Lisbon 👋🏽 Next week, I’m presenting work from the lab in 2 #COSYNE2024 workshops with Tatiana Engel, Aldo Battista, Wayne Soo, Chethan Pandarinath Chris Versteeg & others to discuss exciting new findings. Want to get involved?👇🏽(1/2)

How do we integrate brain-wide neural dynamics, connectomes, and transcriptomes into insightful models of brain function? Come and get inspired by an impressive lineup of speakers in our workshop at CosyneMeeting 2024: sites.google.com/view/brainwide…

Honored to be among such a great line up! If you’d like to hear a surprising story about neural timescales in brain stem and cerebellum come to my talk on March 4 at 17:50, CosyneMeeting workshops, Sala VI Many thanks to Wayne Soo Aldo Battista Tatiana Engel for organizing

Then caught the very end of Kanaka Rajan's 🔥 talk on Brain-wide models of adaptive and maladaptive state transitions 🤓 In: 🧠wide modeling in the era of large-scale recordings & high resolution multiomics - organized by Wayne Soo Aldo Battista Tatiana Engel

We have released the recordings for our (Aldo Battista Tatiana Engel) 2024 CosyneMeeting workshop on brain-wide modeling (large scale recordings and multi-omics)! Check them out here: sites.google.com/view/brainwide…

The recording of my talk on neural timescales across the mouse brain CosyneMeeting workshops together with many other wonderful talks are now available. Many thanks to Wayne Soo Aldo Battista & Tatiana Engel for organizing such an exciting workshop! youtube.com/watch?v=lUS7OC…

Our work on individual differences in monkeys and RNNs is out on Nat Comms! nature.com/articles/s4146… A huge thanks to Aldo Battista Fabio Stefanini Satoshi Tsujimoto aldo genovesio and Stefano Fusi for the massive work! A brief recap 👇🧵

Excited to share our recent work "Flexible gating between subspaces in a neural network model of internally guided task switching", just out on Nature Communications! 🧵👇

Observing the birth of an abstract representation with disentangled variables in human HPC!! Now published in Nature. Great collaboration with Hristos Courellis Juri Minxha @amamelak Ueli Rutishauser and others

Our new study on the role of Purkinje Cells in learning reinforcement-based visuomotor associations is out! Thanks to Anna Ipata, Stefano Fusi , Chris I. De Zeeuw, Naveen Sendhilnathan , and Michael E. Goldberg! biorxiv.org/content/10.110… 👇🧵...

BREAKING NEWS The Royal Swedish Academy of Sciences has decided to award the 2024 #NobelPrize in Physics to John J. Hopfield and Geoffrey E. Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural networks.”

BREAKING NEWS The Royal Swedish Academy of Sciences has decided to award the 2024 #NobelPrize in Chemistry with one half to David Baker “for computational protein design” and the other half jointly to Demis Hassabis and John M. Jumper “for protein structure prediction.”

When does modular structure emerge in neural networks? What are the consequences of this structure for learning and behavior? New work with Stefano Fusi answers these questions and more: doi.org/10.1101/2024.0… see 🧵below (1/11)

Continuous-time RNNs are used in neuroscience to model neural dynamics. CNNs are used in vision neuroscience for image processing. So what's the right architecture to model the biological visual system? We propose a hybrid. (#NeurIPS2024 spotlight!) openreview.net/forum?id=ZZ94a…

What is the neural code and statistical structure of neural states characterizing stress? Our new work out in Nature answers these questions and more. Thanks to my amazing co-first Frances Xia, and Stefano Fusi and Mazen Kheirbek for invaluable guidance🧵👇 nature.com/articles/s4158…

This is going to be an amazing conference on Mathematics of Neuroscience and AI with wonderful speakers. Happy to be part of the Chairs!

Excited to share our latest preprint with Camillo Padoa Schioppa and xjwanglab! We present a biologically plausible framework showing how neural circuits compute & compare value to drive flexible economic decision making. biorxiv.org/content/10.110…