A model-based prediction of the calcium responses in the striatal synaptic spines depending on the timing of cortical and dopaminergic inputs and post-synaptic spikes

by Takashi Nakano, Junichiro Yoshimoto, Junichiro Yoshimoto, Kenji Doya, Kenji Doya
Published 2013-09-01

Clustering of Multiple Psychiatric Disorders Using Functional Connectivity in the Data-Driven Brain Subnetwork

by Tomoki Tokuda, Tomoki Tokuda, Okito Yamashita, Okito Yamashita, Yuki Sakai, Junichiro Yoshimoto, Junichiro Yoshimoto
Published 2021-08-01

A spiking neural network model of model-free reinforcement learning with high-dimensional sensory input and perceptual ambiguity.

by Takashi Nakano, Makoto Otsuka, Junichiro Yoshimoto, Kenji Doya
Published 2015-01-01

A kinetic model of dopamine- and calcium-dependent striatal synaptic plasticity.

by Takashi Nakano, Tomokazu Doi, Junichiro Yoshimoto, Kenji Doya
Published 2010-02-01

Prediction of Daily Happiness Using Supervised Learning of Multimodal Lifelog Data

by Tetsuya Yamamoto, Junichiro Yoshimoto, Eric Murillo-Rodriguez, Sergio Machado
Published 2019-05-01

The Psychological Impact of ‘Mild Lockdown’ in Japan during the COVID-19 Pandemic: A Nationwide Survey under a Declared State of Emergency

by Tetsuya Yamamoto, Chigusa Uchiumi, Naho Suzuki, Junichiro Yoshimoto, Eric Murillo-Rodriguez
Published 2020-12-01

Prediction of clinical depression scores and detection of changes in whole-brain using resting-state functional MRI data with partial least squares regression.

by Kosuke Yoshida, Yu Shimizu, Junichiro Yoshimoto, Masahiro Takamura, Go Okada, Yasumasa Okamoto, Shigeto Yamawaki, Kenji Doya
Published 2017-01-01

Toward Probabilistic Diagnosis and Understanding of Depression Based on Functional MRI Data Analysis with Logistic Group LASSO.

by Yu Shimizu, Junichiro Yoshimoto, Shigeru Toki, Masahiro Takamura, Shinpei Yoshimura, Yasumasa Okamoto, Shigeto Yamawaki, Kenji Doya
Published 2015-01-01

Multiple co-clustering based on nonparametric mixture models with heterogeneous marginal distributions.

by Tomoki Tokuda, Junichiro Yoshimoto, Yu Shimizu, Go Okada, Masahiro Takamura, Yasumasa Okamoto, Shigeto Yamawaki, Kenji Doya
Published 2017-01-01

Enhancing Multi-Center Generalization of Machine Learning-Based Depression Diagnosis From Resting-State fMRI

by Takashi Nakano, Masahiro Takamura, Naho Ichikawa, Go Okada, Yasumasa Okamoto, Makiko Yamada, Makiko Yamada, Tetsuya Suhara, Shigeto Yamawaki, Junichiro Yoshimoto
Published 2020-05-01

Importance of the Habenula for Avoidance Learning Including Contextual Cues in the Human Brain: A Preliminary fMRI Study

by Atsuo Yoshino, Yasumasa Okamoto, Yuki Sumiya, Go Okada, Masahiro Takamura, Naho Ichikawa, Takashi Nakano, Chiyo Shibasaki, Hidenori Aizawa, Yosuke Yamawaki, Kyoko Kawakami, Satoshi Yokoyama, Junichiro Yoshimoto, Shigeto Yamawaki, Shigeto Yamawaki
Published 2020-05-01

Remote control of neural function by X-ray-induced scintillation

by Takanori Matsubara, Takayuki Yanagida, Noriaki Kawaguchi, Takashi Nakano, Junichiro Yoshimoto, Maiko Sezaki, Hitoshi Takizawa, Satoshi P. Tsunoda, Shin-ichiro Horigane, Shuhei Ueda, Sayaka Takemoto-Kimura, Hideki Kandori, Akihiro Yamanaka, Takayuki Yamashita
Published 2021-07-01

Brain/MINDS beyond human brain MRI project: A protocol for multi-level harmonization across brain disorders throughout the lifespan

by Shinsuke Koike, Saori C. Tanaka, Tomohisa Okada, Toshihiko Aso, Ayumu Yamashita, Okito Yamashita, Michiko Asano, Norihide Maikusa, Kentaro Morita, Naohiro Okada, Masaki Fukunaga, Akiko Uematsu, Hiroki Togo, Atsushi Miyazaki, Katsutoshi Murata, Yuta Urushibata, Joonas Autio, Takayuki Ose, Junichiro Yoshimoto, Toshiyuki Araki, Matthew F. Glasser, David C. Van Essen, Megumi Maruyama, Norihiro Sadato, Mitsuo Kawato, Kiyoto Kasai, Yasumasa Okamoto, Takashi Hanakawa, Takuya Hayashi
Published 2021-01-01