Neurochemistry international 122 8-18 2019年1月 [査読有り]
Medium spiny neurons (MSNs) expressing dopamine D1 receptor (D1R) or D2 receptor (D2R) are major components of the striatum. Stimulation of D1R activates protein kinase A (PKA) through Golf to increase neuronal activity, while D2R stimulation inhi...
Ildefons Magrans de Abril   Junichiro Yoshimoto   Kenji Doya   
Neural Networks 102 120-137 2018年6月 [査読有り]
This article presents a review of computational methods for connectivity inference from neural activity data derived from multi-electrode recordings or fluorescence imaging. We first identify biophysical and technical challenges in connectivity in...
Tokuda T   Yoshimoto J   Shimizu Y   Okada G   Takamura M   Okamoto Y   Yamawaki S   Doya K   
We propose a novel method for multiple clustering, which is useful for analysis of high-dimensional data containing heterogeneous types of features. Our method is based on non-parametric Bayesian mixture models in which features are automatically ...