2 papers
cs.LG2026
PatchDecomp: Interpretable Patch-Based Time Series Forecasting
Hiroki Tomioka, Genta Yoshimura
Time series forecasting, which predicts future values from past observations, plays a central role in many domains and has driven the development of highly accurate neural network…
cs.NE2025
Backpropagation through Soft Body: Investigating Information Processing in Brain-Body Coupling Systems
Hiroki Tomioka, Katsuma Inoue, Yasuo Kuniyoshi +1
Animals achieve sophisticated behavioral control through dynamic coupling of the brain, body, and environment. Accordingly, the co-design approach, in which both the controllers an…