Asabuki Lab

How can RNNs learn continuously without forgetting? 🧠
Our new preprint shows how a predictive learning rule organizes recurrent dynamics into orthogonal manifolds, reducing task interference.
Congrats Zihan @zihan-liu.bsky.social !
www.biorxiv.org/content/10.6...

16.02.2026 09:43 — 👍 8    🔁 5    💬 0    📌 0

Embedding stochastic dynamics of the environment in spontaneous activity by prediction-based plasticity A computational model shows how synaptic plasticity shapes spontaneous activity to encode the transition statistics of sensory experience.

Check out our new paper how to embed state transitions in recurrent networks. Well done Toshitake Asabuki!

elifesciences.org/articles/95243

12.06.2025 19:12 — 👍 16    🔁 3    💬 0    📌 0