Fumie Hiramatsu

The paper identifies evolutionary adaptations in noradrenergic circuits that enable predatory aggression in Pristionchus pacificus using machine learning.

The paper shows surface lipid composition is essential for kin recognition in Pristionchus pacificus, with specific lipids involved in contact-based discrimination.

The paper characterizes nematode surface lipids using 3D-OrbiSIMS, revealing their developmental changes, species-specificity, and role in predator-prey interactions.

This study identifies how prior experience modulates sensory gain control in C. elegans ASH neurons, altering their response to odor concentration changes and enhancing odor avoidance behavior.

This paper introduces a hybrid machine learning method to estimate behavioral states and extract features from low-content animal trajectory data, validated across diverse species and environments.