Reposted by Ábel Ságodi
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
Follow @neurabel.bsky.social
Universal Approximation Theorems for Dynamical Systems with Infinite-Time Horizon Guarantees. . arxiv.org/abs/2602.08640
February 13, 2026 at 9:49 AM
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
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)
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)
February 12, 2026 at 3:55 PM
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)
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)
Reposted by Ábel Ságodi
“I didn’t expect so many people would be so risk-averse.”
We asked activists from authoritarian regimes what they wish they’d known sooner. Here’s what they said
Activists from Hungary, El Salvador and Turkey offer advice to the US about what they’ve learned about authoritarians
www.theguardian.com
December 9, 2025 at 1:04 PM
“I didn’t expect so many people would be so risk-averse.”
Reposted by Ábel Ságodi
💥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
🏆 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
July 11, 2025 at 4:13 PM
💥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
🏆 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