computational cognitive neuroscience
Publications
Journal articles
Yoshida W and Seymour B.
Decisions about decisions.
Neuron. 81(3):468-70, 2014.
Yoshida W, Seymour B, Koltzenburg M and Dolan RJ.
Uncertainty increases pain: evidence for a novel mechanism of pain modulation
involving the periaqueductal grey.
The Journal of Neuroscience. 33(13):5638-46, 2013.
Yoshida W, Seymour B, Friston KJ and Dolan RJ.
Neural mechanisms of belief inference during cooperative games.
The Journal of Neuroscience. 30(32), 10744-10751, 2010.
Yoshida W, Dziobek I, Kliemann D, Friston KJ, Heekeren H and Dolan RJ.
Cooperation and heterogeneity of the autistic mind.
The Journal of Neuroscience. 30(26), 8815-8818, 2010.
Kurniawan IT, Seymour B, Talmi D, Yoshida W, Chater N and Dolan RJ.
Choosing to make an effort: the role of striatum in signaling physical effort of a chosen action.
Journal of Neurophysiology. 104(1), 313-321, 2010.
Yoshida W, Funakoshi H and Ishii S.
Hierarchical rule switching in prefrontal cortex.
NeuroImage. 50(1), 314-322, 2010.
Seymour B, Yoshida W and Dolan RJ.
Altruistic learning.
Frontiers in Behavioral Neuroscience. 3:23, 2009.
Yoshida W, Dolan RJ and Friston KJ.
Game theory of mind.
PLoS Computational Biology. 4(12), 2008.
Yoshida W and Ishii S.
Resolution of uncertainty in prefrontal cortex.
Neuron. 50(5), 781-789, 2006.
Ishii S and Yoshida W.
Reinforcement learning: Machine learning and natural learning.
New Generation Computing. 24(3), 325-350, 2005.
Yoshida W and Ishii S.
Model-based reinforcement learning: a computational model and an fMRI study.
Neurocomputing. 63C, 253-269, 2005.
Ishii S, Yoshida W and Yoshimoto J.
Control of exploitation-exploration meta-parameter in reinforcement learning.
Neural Networks. 15(4-6), 665-687, 2002.
Yoshida W, Ishii S and Sato M.
Learning chaotic dynamics under noise with on-line EM algorithm.
Electronic and Communications in Japan. (PART III: fundamental Electronic Science)
84(6), 23-31, 2001.
Journal articles (in Japanese)
Seymour B and Yoshida W.
The computational neuroscience of pain.
Japanese Journal of Clinical Psychiatry. 2011.
Yoshida W and Ishii S.
Reinforcement learning: the brain mechanism and emotional control.
Japanese Psychological Review. 47(1), 150-164, 2004.