Harnessing synthetic active particles for physical reservoir computing
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DOI: 10.1038/s41467-024-44856-5
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- Utsab Khadka & Viktor Holubec & Haw Yang & Frank Cichos, 2018. "Active particles bound by information flows," Nature Communications, Nature, vol. 9(1), pages 1-9, December.
- Liao, Zhiqiang & Wang, Zeyu & Yamahara, Hiroyasu & Tabata, Hitoshi, 2021. "Echo state network activation function based on bistable stochastic resonance," Chaos, Solitons & Fractals, Elsevier, vol. 153(P2).
- L. Appeltant & M.C. Soriano & G. Van der Sande & J. Danckaert & S. Massar & J. Dambre & B. Schrauwen & C.R. Mirasso & I. Fischer, 2011. "Information processing using a single dynamical node as complex system," Nature Communications, Nature, vol. 2(1), pages 1-6, September.
- Xiangzun Wang & Pin-Chuan Chen & Klaus Kroy & Viktor Holubec & Frank Cichos, 2023. "Spontaneous vortex formation by microswimmers with retarded attractions," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
- Tobias Bäuerle & Robert C. Löffler & Clemens Bechinger, 2020. "Formation of stable and responsive collective states in suspensions of active colloids," Nature Communications, Nature, vol. 11(1), pages 1-9, December.
- Francis G. Woodhouse & Jörn Dunkel, 2017. "Active matter logic for autonomous microfluidics," Nature Communications, Nature, vol. 8(1), pages 1-7, April.
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