Topologically informed echo state networks via poincaré return maps for chaotic time-series
- DOI
- 10.1016/j.neunet.2026.109264
- Published
- 2026-12
- Container
- Neural Networks
- Publisher
- Elsevier BV
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1016/j.neunet.2026.109264,
title = {Topologically informed echo state networks via poincaré return maps for chaotic time-series},
author = {Pradeep Singh and Ashutosh Kumar and Sutirtha Ghosh and Balasubramanian Raman},
year = {2026},
journal = {Neural Networks},
doi = {10.1016/j.neunet.2026.109264},
url = {https://doi.org/10.1016/j.neunet.2026.109264}
}RIS
TY - JOUR TI - Topologically informed echo state networks via poincaré return maps for chaotic time-series AU - Pradeep Singh AU - Ashutosh Kumar AU - Sutirtha Ghosh AU - Balasubramanian Raman PY - 2026 JO - Neural Networks DO - 10.1016/j.neunet.2026.109264 UR - https://doi.org/10.1016/j.neunet.2026.109264 ER -
APA
Singh, P., Kumar, A., Ghosh, S., & Raman, B. (2026). Topologically informed echo state networks via poincaré return maps for chaotic time-series. Neural Networks. https://doi.org/10.1016/j.neunet.2026.109264
Source records
- crossref · retrieved 2026-11-10T13:41:36.737Z