🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

"You can't have infinite growth on a planet with finite resources!" After all, why shouldn't we try to solve nuclear fusion, print atoms and molecules, build Dyson spheres, mine other planets, and travel to other solar systems and galaxies

Met one of my heroes today Tim Cook

Great post on Mamba and state space models: newsletter.maartengrootendorst.com/p/a-visual-gui…

"The structure of data is the dark matter of theory in deep learning" — Surya Ganguli during his talk on "Perspectives from Physics, Neuroscience, and Theory" at the Simons Institute's Special Year on Large Language Models and Transformers, Part 1 Boot Camp.

Our new NeurIPS spotlight: arxiv.org/abs/2406.06158 Get rich quick: new exact solutions to learning dynamics reveal how unbalanced initializations promote rapid feature learning. See thread ->

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.”

Since we started our LLM efforts this year a major goal of mine has been to surpass the heavyweights of the 7B range, and today we achieved just that Zamba2 series models offer SOTA performance and unparalleled inference efficiency. Zyphra now has the best LLMs in the ≤8B range

Excited to share a new project! 🎉🎉 doi.org/10.1101/2024.0… How do we navigate between brain states when we switch tasks? Are dynamics driven by control, or passive decay of the prev task? To answer, we compare high-dim linear dynamical systems fit to EEG and RNNs🌀 ⏬

Badly kept secret, but very excited to announce our $6M funding round to push forward our vision for a Web of trillions of cooperating AI agents 🥳 It's been a long journey to this point. I realized the importance of a new, more decentralized approach to AI over 3 years ago and

So excited by our latest NeurIPS Conference paper on parallelizing nonlinear RNNs! With my amazing collaborators a.w., Jimmy Smith, and Scott Linderman. We are building on the beautiful DEER algorithm by YH Lim, Muhammad Firmansyah Kasim, et al. (arxiv.org/abs/2309.12252). Thread below!

I'm excited to share our #NeurIPS2024 paper, "Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems" 🧠✨ We introduce the gpSLDS, a new model for interpretable analysis of latent neural dynamics! 🧵 1/10

We also just dropped a new blog that steps through both the the math and the code! Blog: lindermanlab.github.io/hackathons/ Poster: neurips.cc/virtual/2024/p… With my amazing collaborators a.w. , Jimmy Smith , and Scott Linderman