3 papers
cs.IT2026
Information mechanics: conservation and assimilation
Takuya Isomura
Inference and learning are cast as optimisation, yet invariant constraints governing uncertainty reduction remain unclear. This work presents information mechanics (infomechanics),…
q-bio.NC2024
Triple equivalence for the emergence of biological intelligence
Takuya Isomura
Characterising the intelligence of biological organisms is challenging. This work considers intelligent algorithms developed evolutionarily within neural systems. Mathematical anal…
q-bio.NC2023
Bayesian mechanics of self-organising systems
Takuya Isomura
Bayesian mechanics provides a framework that addresses dynamical systems that can be conceptualised as Bayesian inference. However, elucidating the requisite generative models is e…