Takuya Isomura

Got the Best Poster Award at #IWAI2025!
Many thanks to everyone who listened to my spotlight/stopped by my poster and shared thoughtful questions & comments!

IWAI 2025▶️ iwaiworkshop.github.io
Related preprint▶️ doi.org/10.1101/2025...

18.10.2025 15:25 — 👍 1    🔁 0    💬 0    📌 0

Predicting individual learning trajectories in zebrafish via the free-energy principle The free-energy principle has been proposed as a unified theory of brain function, and recent evidence from in vitro experiments supports its validity. However, its empirical application to in vivo ne...

Our new preprint on active inference in zebrafish, with Yuki Tanimoto, Makio Torigoe, Hitoshi Okamoto, and Hideaki Shimazaki
"Predicting individual learning trajectories in zebrafish via the free-energy principle"
doi.org/10.1101/2025...

11.08.2025 21:15 — 👍 2    🔁 1    💬 0    📌 0

Predicting individual learning trajectories in zebrafish via the free-energy principle https://www.biorxiv.org/content/10.1101/2025.08.06.668947v1

07.08.2025 20:15 — 👍 3    🔁 1    💬 0    📌 0

This work shows that formulations of these three classes can be derived from minimisation of a common free energy. This indicates that canonical neural networks can perform variational Bayesian inferences of external Turing machines through neural activity and plasticity. 2/2
#neuroscience

15.04.2025 13:09 — 👍 1    🔁 0    💬 0    📌 0

Triple equivalence for the emergence of biological intelligence - Communications Physics Characterizing the intelligence of biological organisms is challenging yet crucial. This paper demonstrates the capacity of canonical neural networks to autonomously generate diverse intelligent algor...

Our new paper "Triple equivalence for the emergence of biological intelligence" was published in Communications Physics.
www.nature.com/articles/s42...

Three pillars of intelligence–dynamical systems of neural nets, statistical inference, and Turing machines–have been studied almost separately. 1/2

15.04.2025 13:08 — 👍 1    🔁 0    💬 1    📌 0

hello, world

15.04.2025 13:05 — 👍 0    🔁 0    💬 0    📌 0