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New paper! Propofol anesthesia causes unconsciousness by making your brain more chaotic. It does this *increasing* inhibition, weirdly enough. Work led by Adam J. Eisen and Leo Kozachkov A collaboration between labs in MIT Picower Institute McGovern Institute doi.org/10.1016/j.neur… #neuroscience

"The brain has to operate on a knife's edge between excitability and chaos". He's right, you know. news.mit.edu/2024/study-rev…

Our paper is out today in Neuron! Huge thanks to my co-first author Leo Kozachkov, co-advisors Earl K. Miller and FieteGroup, and all of our co-authors - very grateful to have worked with everyone on this project!

I'm on the job market! Looking for positions where I can leverage my background in AI/ML and computational neuroscience. Below you'll find posts for a few of my publications/interests. I'm open to relocating & industry or academic positions. Feel free to reach out for a chat :)

Did you know there is a video of Warren McCulloch (yes, that McCulloch) talking about neural networks while shirtless and smoking a bogie? I didn't. youtube.com/watch?v=wawMjJ…

I have been thinking about boundaries between the disciplines in the last couple of days. What is Physics and what is not? Physics is not a static entity with boundaries established centuries ago. It’s a dynamic discipline that creates and absorbs new ideas and open problems that

Our paper "Identifying Equivalent Training Dynamics" was accepted as a spotlight (top ~5%) 💡 to NeurIPS! A real dream team (but largely Twitterless team) on this with Igor Mezic , Yannis Kevrekidis, Juan Bello-Rivas, Maria Fonoberova, Ryan Mohr 1/n arxiv.org/abs/2302.09160

If you are around for the CosyneMeeting conference and interested in how neural computations happen in the brain without neurons (with astrocytes), drop by our workshop co-organized w/ Inbal Goshen 🎗️ and Leo Kozachkov. cosyne.org/workshops-prog…

I am very excited about our new paper just published in PNAS. Dense Associative Memory is a versatile family of models that allows to store large amounts of information, have strong error-correcting capabilities, and other desirable properties. But is it possible to build it in

Our first NeuroAgent! 🐟🧠 Excited to share new work led by the talented Reece Keller, showing how autonomous behavior and whole-brain dynamics emerge naturally from intrinsic curiosity grounded in world models and memory. Some highlights: - Developed a novel intrinsic drive

Martin Schrimpf (Martin Schrimpf) trained an AI model to generate sentences which can activate or suppress neural activity in the reader’s brain. This can potentially help researchers treat depression, dyslexia and other brain-related conditions. quantamagazine.org/how-ai-models-…