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Takashi Tateno |
Professor, Graduate School of Information Science and Technology
Hokkaido University |
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Hybrid system modeling in neural networks of the basal ganglia |
This research aims to explore the basic principles of action learning and to focus on testing hypotheses
of reinforcement learning at the level of neurons and neural circuits. To this end, the dynamics of hybrid
systems, consisting of interacting neural network@models and actual neurons in brain slices, are studied,
in a new framework which combines electrophysiological experiments and computational modeling.
This framework is designed to address the validity of hypotheses about basal ganglia network functions,
using a bottom-up approach.
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