A solution to the dynamical inverse problem of EEG generation using spatiotemporal Kalman filtering. - Andreas Galka; Okito Yamashita; Tohru Ozaki; Rolando J. Biscay; Pedro A. Valdés-Sosa (NeuroImage, 2004)

fMRI activation maps based on the NN-ARx model. - Jorge J. Riera; Jorge Bosch; Okito Yamashita; Ryuta Kawashima; Norihiro Sadato; Tomohisa Okada; Tohru Ozaki (NeuroImage, 2004)

Evaluating frequency-wise directed connectivity of BOLD signals applying relative power contribution with the linear multivariate time-series models. - Okito Yamashita; Norihiro Sadato; Tomohisa Okada; Tohru Ozaki (NeuroImage, 2005)

Modelling non-stationary variance in EEG time series by state space GARCH model. - Kin Foon Kevin Wong; Andreas Galka; Okito Yamashita; Tohru Ozaki (Comput. Biol. Medicine, 2006)

Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns. - Okito Yamashita; Masa-aki Sato; Taku Yoshioka; Frank Tong; Yukiyasu Kamitani (NeuroImage, 2008)

Evaluation of hierarchical Bayesian method through retinotopic brain activities reconstruction from fMRI and MEG signals. - Taku Yoshioka; Keisuke Toyama 001; Mitsuo Kawato; Okito Yamashita; Shigeaki Nishina; Noriko Yamagishi; Masa-aki Sato (NeuroImage, 2008)

A hierarchical Bayesian method to resolve an inverse problem of MEG contaminated with eye movement artifacts. - Yusuke Fujiwara; Okito Yamashita; Dai Kawawaki; Kenji Doya; Mitsuo Kawato; Keisuke Toyama 001; Masa-aki Sato (NeuroImage, 2009)

Hierarchical Bayesian model for diffuse optical tomography of human brains. - Okito Yamashita; Takeaki Shimokawa; Takashi Kosaka; Masa-aki Sato; Takashi Amita; Yoshihiro Inoue (SCIS&ISIS, 2012)

A State-Space Modeling Approach for Localization of Focal Current Sources From MEG. - Makoto Fukushima; Okito Yamashita; Atsunori Kanemura; Shin Ishii; Mitsuo Kawato; Masa-aki Sato (IEEE Trans. Biomed. Eng., 2012)

MEG source reconstruction constrained by diffusion MRI based whole brain dynamical model. - Makoto Fukushima; Okito Yamashita; Thomas R. Knösche; Masa-aki Sato (ISBI, 2013)

Hierarchical Bayesian Model for Diffuse Optical Tomography of the Human Brain: Human Experimental Study. - Okito Yamashita; Takeaki Shimokawa; Takashi Kosaka; Takashi Amita; Yoshihiro Inoue; Masa-aki Sato (J. Adv. Comput. Intell. Intell. Informatics, 2014)

Segmental Bayesian estimation of gap-junctional and inhibitory conductance of inferior olive neurons from spike trains with complicated dynamics. - Huu Hoang; Okito Yamashita; Isao T. Tokuda; Masa-aki Sato; Mitsuo Kawato; Keisuke Toyama 001 (Frontiers Comput. Neurosci., 2015)

MEG source reconstruction based on identification of directed source interactions on whole-brain anatomical networks. - Makoto Fukushima; Okito Yamashita; Thomas R. Knösche; Masa-aki Sato (NeuroImage, 2015)

Corrigendum to "MEG source reconstruction based on identification of directed source interactions on whole-brain anatomical networks" [NeuroImage 105 (2015) 408-427]. - Makoto Fukushima; Okito Yamashita; Thomas R. Knösche; Masa-aki Sato (NeuroImage, 2015)

Reduction of global interference of scalp-hemodynamics in functional near-infrared spectroscopy using short distance probes. - Takanori Sato; Isao Nambu; Kotaro Takeda; Takatsugu Aihara; Okito Yamashita; Yuko Isogaya; Yoshihiro Inoue; Yohei Otaka; Yasuhiro Wada; Mitsuo Kawato; Masa-aki Sato; Rieko Osu (NeuroImage, 2016)

Estimating repetitive spatiotemporal patterns from resting-state brain activity data. - Yusuke Takeda; Nobuo Hiroe; Okito Yamashita; Masa-aki Sato (NeuroImage, 2016)

Multi-subject and multi-task experimental validation of the hierarchical Bayesian diffuse optical tomography algorithm. - Okito Yamashita; Takeaki Shimokawa; Ryota Aisu; Takashi Amita; Yoshihiro Inoue; Masa-aki Sato (NeuroImage, 2016)

Evaluation of Resting Spatio-Temporal Dynamics of a Neural Mass Model Using Resting fMRI Connectivity and EEG Microstates. - Hidenori Endo; Nobuo Hiroe; Okito Yamashita (Frontiers Comput. Neurosci., 2019)

Estimating repetitive spatiotemporal patterns from many subjects' resting-state fMRIs. - Yusuke Takeda; Takashi Itahashi; Masa-aki Sato; Okito Yamashita (NeuroImage, 2019)

Reconstructing Temporal Dynamics of fMRI Time Series via Encoded Contextual Information. - Wenjun Bai; Tomoki Tokuda; Okito Yamashita; Junichiro Yoshimoto (BIBM, 2020)

Multiple-view clustering for correlation matrices based on Wishart mixture model. - Tomoki Tokuda; Okito Yamashita; Junichiro Yoshimoto (CoRR, 2020)

MEG current source reconstruction using a meta-analysis fMRI prior. - Keita Suzuki; Okito Yamashita (NeuroImage, 2021)

Whole-brain propagating patterns in human resting-state brain activities. - Yusuke Takeda; Nobuo Hiroe; Okito Yamashita (NeuroImage, 2021)

Multiple clustering for identifying subject clusters and brain sub-networks using functional connectivity matrices without vectorization. - Tomoki Tokuda; Okito Yamashita; Junichiro Yoshimoto (Neural Networks, 2021)

Predicting behavior through dynamic modes in resting-state fMRI data. - Shigeyuki Ikeda; Koki Kawano; Soichi Watanabe; Okito Yamashita; Yoshinobu Kawahara (NeuroImage, 2022)

Adaptive sparseness for correntropy-based robust regression via automatic relevance determination. - Yuanhao Li 004; Badong Chen; Okito Yamashita; Natsue Yoshimura; Yasuharu Koike (IJCNN, 2023)

Fast, accurate, and interpretable decoding of electrocorticographic signals using dynamic mode decomposition. - Ryohei Fukuma; Kei Majima; Yoshinobu Kawahara; Okito Yamashita; Yoshiyuki Shiraishi; Haruhiko Kishima; Takufumi Yanagisawa (CoRR, 2023)

Learning task-agnostic and interpretable subsequence-based representation of time series and its applications in fMRI analysis. - Wenjun Bai; Okito Yamashita; Junichiro Yoshimoto (Neural Networks, 2023)

Sensor array design of optically pumped magnetometers for accurately estimating source currents. - Yusuke Takeda; Tomohiro Gomi; Ryu Umebayashi; Sadamu Tomita; Keita Suzuki; Nobuo Hiroe; Jiro Saikawa; Tatsuya Munaka; Okito Yamashita (NeuroImage, 2023)

End-to-end deep learning approach to mouse behavior classification from cortex-wide calcium imaging. - Takehiro Ajioka; Nobuhiro Nakai; Okito Yamashita; Toru Takumi (PLoS Comput. Biol., 2024)

Functionally specialized spectral organization of the resting human cortex. - Wenjun Bai; Okito Yamashita; Junichiro Yoshimoto (Neural Networks, 2025)

Sparse Bayesian correntropy learning for robust muscle activity reconstruction from noisy brain recordings. - Yuanhao Li 004; Badong Chen; Natsue Yoshimura; Yasuharu Koike; Okito Yamashita (Neural Networks, 2025)

Comprehensive evaluation of pipelines for classification of psychiatric disorders using multi-site resting-state fMRI datasets. - Yuji Takahara; Yuto Kashiwagi; Tomoki Tokuda; Junichiro Yoshimoto; Yuki Sakai; Ayumu Yamashita; Toshinori Yoshioka; Hidehiko Takahashi; Hiroto Mizuta; Kiyoto Kasai; Akira Kunimitsu; Naohiro Okada; et al. (Neural Networks, 2025)

Correntropy-Based Improper Likelihood Model for Robust Electrophysiological Source Imaging. - Yuanhao Li 004; Badong Chen; Zhongxu Hu; Keita Suzuki; Wenjun Bai; Yasuharu Koike; Okito Yamashita (IEEE Trans. Medical Imaging, 2025)