The Role of Environmental Information and the Limitations of Predictability with Transformer-based Time-Series Models for complex Astrocyte Trajectories

Koya Takahashi, Kaito Zama, Yohei Shibata, Sora Endo, Hidenori Tabata, Kazunori Nakajima, Noriko F. Hiroi

Open source

DOI
10.64898/2026.10.15.759300
Published
2026-10-21
Container
Not recorded
Publisher
openRxiv
Open access
unknown

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BibTeX

@article{allodium:10.64898/2026.10.15.759300,
  title = {The Role of Environmental Information and the Limitations of Predictability with Transformer-based Time-Series Models for complex Astrocyte Trajectories},
  author = {Koya Takahashi and Kaito Zama and Yohei Shibata and Sora Endo and Hidenori Tabata and Kazunori Nakajima and Noriko F. Hiroi},
  year = {2026},
  doi = {10.64898/2026.10.15.759300},
  url = {https://doi.org/10.64898/2026.10.15.759300}
}

RIS

TY  - JOUR
TI  - The Role of Environmental Information and the Limitations of Predictability with Transformer-based Time-Series Models for complex Astrocyte Trajectories
AU  - Koya Takahashi
AU  - Kaito Zama
AU  - Yohei Shibata
AU  - Sora Endo
AU  - Hidenori Tabata
AU  - Kazunori Nakajima
AU  - Noriko F. Hiroi
PY  - 2026
DO  - 10.64898/2026.10.15.759300
UR  - https://doi.org/10.64898/2026.10.15.759300
ER  - 

APA

Takahashi, K., Zama, K., Shibata, Y., Endo, S., Tabata, H., Nakajima, K., & Hiroi, N. F. (2026). The Role of Environmental Information and the Limitations of Predictability with Transformer-based Time-Series Models for complex Astrocyte Trajectories. https://doi.org/10.64898/2026.10.15.759300

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