Okito Yamashita

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 17

Top Topics

Hierarchical Bayesian

Diffuse Optical Tomography

Top Venues

Frontiers Comput. Neurosci.

Neural Networks

Publications

Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike, Okito Yamashita
Sparse Bayesian Correntropy Learning for Robust Muscle Activity Reconstruction from Noisy Brain Recordings. CoRR (2024)
Yusuke Takeda, Tomohiro Gomi, Ryu Umebayashi, Sadamu Tomita, Keita Suzuki, Nobuo Hiroe, Jiro Saikawa, Tatsuya Munaka, Okito Yamashita
Sensor array design of optically pumped magnetometers for accurately estimating source currents. NeuroImage 277 (2023)
Yuanhao Li, Badong Chen, Okito Yamashita, Natsue Yoshimura, Yasuharu Koike
Adaptive sparseness for correntropy-based robust regression via automatic relevance determination. IJCNN (2023)
Wenjun Bai, Okito Yamashita, Junichiro Yoshimoto
Learning task-agnostic and interpretable subsequence-based representation of time series and its applications in fMRI analysis. Neural Networks 163 (2023)
Yuanhao Li, Badong Chen, Okito Yamashita, Natsue Yoshimura, Yasuharu Koike
Adaptive sparseness for correntropy-based robust regression via automatic relevance determination. CoRR (2023)
Ryohei Fukuma, Kei Majima, Yoshinobu Kawahara, Okito Yamashita, Yoshiyuki Shiraishi, Haruhiko Kishima, Takufumi Yanagisawa
Fast, accurate, and interpretable decoding of electrocorticographic signals using dynamic mode decomposition. CoRR (2023)
Shigeyuki Ikeda, Koki Kawano, Soichi Watanabe, Okito Yamashita, Yoshinobu Kawahara
Predicting behavior through dynamic modes in resting-state fMRI data. NeuroImage 247 (2022)
Tomoki Tokuda, Okito Yamashita, Junichiro Yoshimoto
Multiple clustering for identifying subject clusters and brain sub-networks using functional connectivity matrices without vectorization. Neural Networks 142 (2021)
Keita Suzuki, Okito Yamashita
MEG current source reconstruction using a meta-analysis fMRI prior. NeuroImage 236 (2021)
Yusuke Takeda, Nobuo Hiroe, Okito Yamashita
Whole-brain propagating patterns in human resting-state brain activities. NeuroImage 245 (2021)
Wenjun Bai, Tomoki Tokuda, Okito Yamashita, Junichiro Yoshimoto
Reconstructing Temporal Dynamics of fMRI Time Series via Encoded Contextual Information. BIBM (2020)
Tomoki Tokuda, Okito Yamashita, Junichiro Yoshimoto
Multiple-view clustering for correlation matrices based on Wishart mixture model. CoRR (2020)
Yusuke Takeda, Takashi Itahashi, Masa-aki Sato, Okito Yamashita
Estimating repetitive spatiotemporal patterns from many subjects' resting-state fMRIs. NeuroImage 203 (2019)
Hidenori Endo, Nobuo Hiroe, Okito Yamashita
Evaluation of Resting Spatio-Temporal Dynamics of a Neural Mass Model Using Resting fMRI Connectivity and EEG Microstates. Frontiers Comput. Neurosci. 13 (2019)
Okito Yamashita, Takeaki Shimokawa, Ryota Aisu, Takashi Amita, Yoshihiro Inoue, Masa-aki Sato
Multi-subject and multi-task experimental validation of the hierarchical Bayesian diffuse optical tomography algorithm. NeuroImage 135 (2016)
Yusuke Takeda, Nobuo Hiroe, Okito Yamashita, Masa-aki Sato
Estimating repetitive spatiotemporal patterns from resting-state brain activity data. NeuroImage 133 (2016)
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
Reduction of global interference of scalp-hemodynamics in functional near-infrared spectroscopy using short distance probes. NeuroImage 141 (2016)
Makoto Fukushima, Okito Yamashita, Thomas R. Knösche, Masa-aki Sato
MEG source reconstruction based on identification of directed source interactions on whole-brain anatomical networks. NeuroImage 105 (2015)
Huu Hoang, Okito Yamashita, Isao T. Tokuda, Masa-aki Sato, Mitsuo Kawato, Keisuke Toyama
Segmental Bayesian estimation of gap-junctional and inhibitory conductance of inferior olive neurons from spike trains with complicated dynamics. Frontiers Comput. Neurosci. 9 (2015)
Makoto Fukushima, Okito Yamashita, Thomas R. Knösche, Masa-aki Sato
Corrigendum to "MEG source reconstruction based on identification of directed source interactions on whole-brain anatomical networks" [NeuroImage 105 (2015) 408-427]. NeuroImage 109 (2015)
Okito Yamashita, Takeaki Shimokawa, Takashi Kosaka, Takashi Amita, Yoshihiro Inoue, Masa-aki Sato
Hierarchical Bayesian Model for Diffuse Optical Tomography of the Human Brain: Human Experimental Study. J. Adv. Comput. Intell. Intell. Informatics 18 (6) (2014)
Makoto Fukushima, Okito Yamashita, Thomas R. Knösche, Masa-aki Sato
MEG source reconstruction constrained by diffusion MRI based whole brain dynamical model. ISBI (2013)
Makoto Fukushima, Okito Yamashita, Atsunori Kanemura, Shin Ishii, Mitsuo Kawato, Masa-aki Sato
A State-Space Modeling Approach for Localization of Focal Current Sources From MEG. IEEE Trans. Biomed. Eng. 59 (6) (2012)
Okito Yamashita, Takeaki Shimokawa, Takashi Kosaka, Masa-aki Sato, Takashi Amita, Yoshihiro Inoue
Hierarchical Bayesian model for diffuse optical tomography of human brains. SCIS&ISIS (2012)
Yusuke Fujiwara, Okito Yamashita, Dai Kawawaki, Kenji Doya, Mitsuo Kawato, Keisuke Toyama, Masa-aki Sato
A hierarchical Bayesian method to resolve an inverse problem of MEG contaminated with eye movement artifacts. NeuroImage 45 (2) (2009)
Okito Yamashita, Masa-aki Sato, Taku Yoshioka, Frank Tong, Yukiyasu Kamitani
Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns. NeuroImage 42 (4) (2008)
Taku Yoshioka, Keisuke Toyama, Mitsuo Kawato, Okito Yamashita, Shigeaki Nishina, Noriko Yamagishi, Masa-aki Sato
Evaluation of hierarchical Bayesian method through retinotopic brain activities reconstruction from fMRI and MEG signals. NeuroImage 42 (4) (2008)
Kin Foon Kevin Wong, Andreas Galka, Okito Yamashita, Tohru Ozaki
Modelling non-stationary variance in EEG time series by state space GARCH model. Comput. Biol. Medicine 36 (12) (2006)
Okito Yamashita, Norihiro Sadato, Tomohisa Okada, Tohru Ozaki
Evaluating frequency-wise directed connectivity of BOLD signals applying relative power contribution with the linear multivariate time-series models. NeuroImage 25 (2) (2005)
Andreas Galka, Okito Yamashita, Tohru Ozaki, Rolando J. Biscay, Pedro A. Valdés-Sosa
A solution to the dynamical inverse problem of EEG generation using spatiotemporal Kalman filtering. NeuroImage 23 (2) (2004)
Jorge Riera, Jorge Bosch, Okito Yamashita, Ryuta Kawashima, Norihiro Sadato, Tomohisa Okada, Tohru Ozaki
fMRI activation maps based on the NN-ARx model. NeuroImage 23 (2) (2004)