Neural Network

learning model team

building learning models that find out tacit knowledge

learning theory

Learning models for coupled neural oscillators Basic locomotor patterns are generated by the mutual entrainment between the physical system, i.e., the body, and the CPG (central pattern generator) which is composed of neural oscillators. We have proposed simple associative learning models for coupled neural oscillators which enable the learning of instructed phase pattern and the adaptive control of periodic locomotor pattern. Hierarchical control model of locomotion In the production of basic locomotor patterns, not only the CPG but also higher centers are involved to adjust the motor pattern according to sensory signals.

Neurophysiology team

Analyzing neural activity in brain