New preprint from the lab! Ábel Ságodi developed a theory of approximating dynamical systems that goes beyond finite time. #theoreticalNeuroscience Follow @neurabel.bsky.social Universal Approximation Theorems for Dynamical Systems with Infinite-Time Horizon Guarantees. . arxiv.org/abs/2602.08640

Can we guarantee the behavior of an RNN to generalize well for infinite time? 🧠♾️ Similar to universal approximation theorems in deep nets, for systems that forget everything eventually, there are guarantees. We prove it for multistable systems! arxiv.org/abs/2602.08640 w/ @memming.bsky.social (1/6)

“I didn’t expect so many people would be so risk-averse.”

Bike math is paying virtually nothing and getting a lot in return. Car math is selling your soul to waste your life in traffic and inhale kilograms of particulate matter.

💥Good news! You have now until 18 July to submit your abstract for the ⚪ Champalimaud Research Symposium 2025! 🏆 The three best posters and the best talk will be awarded a money prize! We’re looking forward to receiving your submissions 🙌 🔗 More information: symposium.fchampalimaud.science