Papers
This list is also available as BibTeX file.
- “Inter-brain sychronization 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]
- “Information Maximization in a Feedforward Network Replicates the Stimulus Preference of the Medial Geniculate and the Auditory Cortex.” Takuma Tanaka. 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part IV, LNCS 9950, 183–190 (2016). [Link] [PDF]
- “Invariant Multiparameter Sensitivity to Characterize Dynamical Systems on Complex Networks.” Kenzaburo Fujiwara, Takuma Tanaka, and Kiyohiko Nakamura. Journal of the Physical Society of Japan 84, 024002 (2015). [Link] [PDF] [Supplementary Materials]
- “Enhanced desensitization followed by unusual resensitization in GABAA receptors in phospholipase C-related catalytically inactive protein-1/2 double-knockout mice.” Hiroki Toyoda, Mitsuru Saito, Hajime Sato, Takuma Tanaka, Takeo Ogawa, Hirofumi Yatani, Tsutomu Kawano, Takeshi Kanematsu, Masato Hirata, and Youngnam Kang. Pflügers Archiv - European Journal of Physiology 467(2), 267–284 (2015). [Link] [PubMed]
- “Invariant Multiparameter Sensitivity of Oscillator Network.” Kenzaburo Fujiwara, Takuma Tanaka, and Kiyohiko Nakamura. ICONIP 2014, Part I, LNCS 8834, 183–190 (2014). [Link] [PDF]
- “Solvable model of the collective motion of heterogeneous particles interacting on a sphere.” Takuma Tanaka. New Journal of Physics 16, 023016 (2014). [Link] [PDF]
- “Information maximization principle explains the emergence of complex cell-like neurons.” Takuma Tanaka and Kiyohiko Nakamura. Frontiers in Computational Neuroscience 7, 165 (2013). [Link] [PDF]
- “A mathematical model of negative covariability of inter-columnar excitatory synaptic actions caused by presynaptic inhibition.” Mitsuru Saito*, Takuma Tanaka*, Hajime Sato, Hiroki Toyoda, Toshio Aoyagi, and Youngnam Kang. European Journal of Neuroscience 38(7), 2999–3007 (2013). [Link] [PubMed]
- “Replicating receptive fields of simple and complex cells in primary visual cortex in a neuronal network model with temporal and population sparseness and reliability.” Takuma Tanaka, Toshio Aoyagi, and Takeshi Kaneko. Neural Computation 24(10), 2700–2725 (2012). [Link] [PubMed] [PDF]
- Figure 5C1 was selected as the cover figure of the issue.
- “Parvalbumin-producing cortical interneurons receive inhibitory inputs on proximal portions and cortical excitatory inputs on distal dendrites.” Hiroshi Kameda, Hiroyuki Hioki, Yasuyo H. Tanaka, Takuma Tanaka, Jaerin Sohn, Takahiro Sonomura, Takahiro Furuta, Fumino Fujiyama, and Takeshi Kaneko. European Journal of Neuroscience 35(6), 838–854 (2012). [Link] [PubMed]
- “Multistable attractors in a network of phase oscillators with three-body interaction.” Takuma Tanaka, and Toshio Aoyagi. Physical Review Letters 106, 224101 (2011). [Link] [PubMed] [PDF]
- “Recurrent infomax generates cell assemblies, neuronal avalanches, and simple cell-like selectivity.” Takuma Tanaka, Takeshi Kaneko, and Toshio Aoyagi. Neural Computation 21(4), 1038–1067 (2009). [Link] [PubMed] [PDF]
- “Optimal weighted networks of phase oscillators for synchronization.” Takuma Tanaka and Toshio Aoyagi. Physical Review E 78, 046210 (2008). [Link] [PubMed] [PDF]
- “Weighted scale-free network with variable power-law exponents.” Takuma Tanaka and Toshio Aoyagi. Physica D 237, 898–907 (2008). [Link] [PDF]
- “Phase analysis of inhibitory neurons involved in the thalamocortical loop.” Masaki Nomura, Takuma Tanaka, Takeshi Kaneko and Toshio Aoyagi. Progress of Theoretical Physics Supplement 161, 310–313 (2006). [Link]
Oral presentations
- 20202020317
- Visualizing Shiga Prefecture using RESAS: cloud-based analysis system with government open big data. Jongchan Lee, Tetsuto Himeno, Shohei Shimizu, Takuma Tanaka, and Akimichi Takemura. 6th IIAI International Congress on Advanced Applied Informatics , July 9th, 2017, Act City Hamamatsu (Hamamatsu).
- Emergence of multiple continuous attractors in coupled neuronal oscillators by inclusion of three-body interactions, Kaiichiro Ota, Takuma Tanaka, Toshio Aoyagi, The 21st Annual Conference of the Japanese Neural Network Society, Dec 16, 2011, OIST (Onna).
- Infomax in recurrent networks: repeated firing sequences and critical behavior, Takuma Tanaka, Workshop on spatio-temporal neuronal computation, Sep 6, 2010, Kyoto University (Kyoto).
Poster presentations
- A second-person approach through a simulated sandplay therapy session. Yasutaka Kubota, Michiko Akimoto, Keiko Furukawa, Junko Ito, and Takuma Tanaka. The 18th International Congress of Neuropsychoanalysis, July 14, 2017, London.
- Spatiotemporal dynamics of sensory processing in the rat whisker tactile system. D. Hirai, K.-I. Shibata, K. C. Nakamura, T. Tanaka, T. Kaneko, and T. Furuta. Neuroscience 2015, Oct. 2015, Chicago.
- Recurrent infomax generates stereotyped sequences of firings, self-organized criticality, and stimulus selectivity, Takuma Tanaka, Takeshi Kaneko, and Toshio Aoyagi, Dynamics Days Asia Pacific 5, Sep 11, 2008, Nara Prefectural New Public Hall (Nara).
Books and commentaries
- “Money flow networks: Evidence from Japan” Yoshi Fujiwara, Hiroyasu Inoue, Takayuki Yamaguchi, Hideaki Aoyama, Takuma Tanaka, Kentaro Kikuchi VoxEU Columns (2021) [Link]
- 2019
- 25(3) 104–112, 2018[PDF]
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.
- 2013–2014: KAKENHI 25115710 from Ministry of Education, Culture, Sports, Science and Technology, Japan.
- 2012–2014: KAKENHI 24651184 from Ministry of Education, Culture, Sports, Science and Technology, Japan.
- 2011–2012: KAKENHI 23115512 from Ministry of Education, Culture, Sports, Science and Technology, Japan.
- 2009–2010: KAKENHI 21700250 from Ministry of Education, Culture, Sports, Science and Technology, Japan.
Awards
- 2009 JNNS2008 O3-3 (Young Presenter Award of Japanese Neural Network Society)
Teaching experience
- 2021– : AIIntroduction to AI
- 2021– : 3Programming 3 Practice
- 2020– : Data Science Special Lectures
- 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
Other activities