TANAKA, Takuma

Research interests

Information processing in the brain
Nonlinear dynamics
Electrophysiology and simulation
Complex networks and dynamics on networks

Recent papers

This list is also available as BibTeX file.

“Inter-brain synchronization in the client-therapist relationship using sandplay therapy: an exploratory study.” Michiko Akimoto, Hiroshi Ishihara, Junko Ito, Takuma Tanaka, Yasutaka Kubota, Keiichi Narita. Journal of Sandplay Therapy 32(1), 121–134 (2023). [Link]
“Risk factors associated with hospitalization in patients with asymptomatic or mild COVID-19 in public accommodation facilities in Tokyo.” Yohei Sakamoto, Kenichi Satoh, Takuma Tanaka, Takayuki Yamaguchi, Tomomi Miyamoto, Kenji Sawaki, Makiko Miyajima, Kazuhiko Nakaharai, Tokio Hoshina, Tetsuya Horino, Yasushi Nakazawa, Tatsuyoshi Ikenoue, Masaki Yoshida. Journal of Infection and Chemotherapy 28(10), 1439–1444 (2022). [Link]
“Predicting agents direction of change in a non-stochastic economy using a potential function.” Takuma Tanaka. Economics Bulletin (in press). [PDF]
“The nature of noradrenergic volume transmission from locus coeruleus to brainstem mesencephalic trigeminal sensory neurons.” Hiroki Toyoda, Jonghwa Won, Wheedong Kim, Hayun Kim, Oscar Davy, Mitsuru Saito, Doyun Kim, Takuma Tanaka, Youngnam Kang, Seog Bae Oh. Frontiers in Cellular Neuroscience 16:841239 (2022). [Link]
“” J-6 (2022). [Link]
“Shiga Universitys endeavor to promote human resources development for data science in Japan.” Takuma Tanaka, Tetsuto Himeno and Kaoru Fueda. Japanese Journal of Statistics and Data Science 5:747–755. [Link] [PDF]
“Inter-brain synchronization during sandplay therapy: Individual analyses.” Michiko Akimoto, Takuma Tanaka, Junko Ito, Yasutaka Kubota, and Akitoshi Seiyama. Frontiers in Psychology 12:723211 (2021). [Link]
“Input zone-selective dysrhythmia in motor thalamus after dopamine depletion.” Kouichi Nakamura, Andrew Sharott, Takuma Tanaka, and Peter Magill. Journal of Neuroscience 41(50), 10382–10404 (2021). [Link]
“Money Flow Network Among Firms Accounts in a Regional Bank of Japan.” Yoshi Fujiwara, Hiroyasu Inoue, Takayuki Yamaguchi, Hideaki Aoyama, Takuma Tanaka, Kentaro Kikuchi. EPJ Data Science 10, 19 (2021). [Link] (RIETI Discussion Paper Series 21-E-005, 2021 [Link])
“Low-dimensional dynamics of phase oscillators driven by Cauchy noise.” Takuma Tanaka. Physical Review E 102, 042220 (2020). [Link] [PDF]
“Estimation of the percentages of undiagnosed patients of the novel coronavirus (SARS-CoV-2) infection in Hokkaido, Japan by using birth-death process with recursive full tracing.” Takuma Tanaka, Takayuki Yamaguchi, and Yohei Sakamoto. PLOS ONE 15(10):e0241170 (2020). [Link] [PubMed] [PDF]
“” J-1 (2020). [Link]
“Overlapping projections of neighboring direct and indirect pathway neostriatal neurons to the external segment of the globus pallidus.” Shinichiro Okamoto, Jaerin Sohn, Takuma Tanaka, Megumi Takahashi, Yoko Ishida, Kenta Yamauchi, Masato Koike, Fumino Fujiyama, and Hiroyuki Hioki. iScience 23(9):101409 (2020). [Link] [PubMed]
“Irreversibility of change in a model of boundedly rational agents exchanging goods and capital.” Takuma Tanaka. Journal of Physics Communications 4 051001 (2020). [Link] [PDF]
“Effect of recurrent infomax on the information processing capability of input-driven recurrent neural networks.” Takuma Tanaka, Kohei Nakajima, and Toshio Aoyagi. Neuroscience Research 156, 225–233 (2020). [Link] [PubMed] [PDF]
“Focal inputs are a potential origin of local field potential (LFP) in the brain regions without laminar structure.” Takuma Tanaka and Kouichi C Nakamura. PLOS ONE 14(12):e0226028 (2019). [Link] [PubMed] [ModelDB]
“Toward More Believable VR by Smooth Transition between Real and Virtual Environments via Omnidirectional Video.” Shingo Okeda, Hikari Takehara, Norihiko Kawai, Nobuchika Sakata, Tomokazu Sato, Takuma Tanaka, Kiyoshi Kiyokawa. Adjunct Proceedings of the IEEE International Symposium for Mixed and Augmented Reality 2018 (ISMAR 2018) 222–225, (2018). [Link]
“The most probable neural circuit exhibits low-dimensional sustained activity.” Takuma Tanaka (preprint) [Link]
“Projection patterns of corticofugal neurons associated with vibrissa movement.” Ken-ichi Shibata, Takuma Tanaka, Hiroyuki Hioki, and Takahiro Furuta. eNeuro ENEURO.0190-18.2018 (2018). [Link] [PubMed]
“Thermodynamic structure of a macroeconomic model.” Takuma Tanaka. CRR Discussion Paper Series A 30, (2018). [Link]
“Inhibition of GluR Current in Microvilli of Sensory Neurons via Na(+)-Microdomain Coupling among GluR, HCN channel and Na(+)/K(+) Pump.” Yasuhiro Kawasaki, Mitsuru Saito, Jonghwa Won, Jin Young Bae, Hajime Sato, Hiroki Toyoda, Eriko Kuramoto, Mikihiko Kogo, Takuma Tanaka, Takehshi Kaneko, Seog Bae Oh, Yong Chul Bae, Youngnam Kang. Frontiers in Cellular Neuroscience 12:113, (2018). [Link] [PubMed]
“Shaping somatosensory responses in awake rats: cortical modulation of thalamic neurons.” Daichi Hirai, Kouichi C. Nakamura, Ken-ichi Shibata, Takuma Tanaka, Hiroyuki Hioki, Takeshi Kaneko, Takahiro Furuta. Brain Structure and Function 223(2), 851–872, (2018). [Link] [PubMed]

Recent oral presentations

20202020317

Recent poster presentations

Books and commentaries

2019
25(3) 104–112, 2018[PDF]

Recent research grants

2022–202422K18526 from Ministry of Education, Culture, Sports, Science and Technology, Japan.
2019–2021: KAKENHI (C)19K12184 from Ministry of Education, Culture, Sports, Science and Technology, Japan.
2018–2020VRSCOPE
2016–2018: KAKENHI 16K16123 from Ministry of Education, Culture, Sports, Science and Technology, Japan.

Awards

2009 JNNS2008 O3-3 (Young Presenter Award of Japanese Neural Network Society)

Short curriculum vitae

2022–Present : AIAssociate professor, Data Science and AI Innovation Research Promotion Center, Shiga University
2019–Present : Associate professor, Graduate School of Data Science, Shiga University
2017–Present : Associate professor, Faculty of Data Science, Shiga University
2016–2022 : Associate professor, The Center for Data Science Education and Research, Shiga University
2016–2017 : Associate professor, Department of Computer Science, School of Computing, Tokyo Institute of Technology
2010–2016 : Assistant professor, Department of Computational Intelligence and Systems Science, Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology
2009–2010 : Postdoctoral fellow of Global COE Program “Center for Frontier Medicine” in Kyoto University
2005–2009 : Department of Morphological Brain Science, Graduate School of Medicine, Kyoto University (Ph.D.)
1999–2005 : Faculty of Medicine, Kyoto University (M.D.)

Teaching experience

2021– : AIIntroduction to AI
2021– : 3Programming 3 Practice
2020 : Informatics Special Lecture A
2019–Present : Reinforcement Learning and Transfer LearningReinforcement Learning and Transfer Learning Practice
2019–Present : Supervised LearningSupervised Learning Practice
2019–Present : Data Science Japanese
2018–2020 : Programming II Practice
2018 : Artifical Intelligence
2017–2020 : Introduction to Information Science
2017–Present : Introduction to Data Science Practice
2017–2019 : Statistical Consulting