Hardware friendly deep reservoir computing

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Ultrafast neural sampling with spiking nanolasers

Boikov, I. K., de Rossi, A., & Petrovici, M. A. (2025).  Nature Communications, 17(1), December 2025. https://doi.org/10.1038/s41467-025-66818-1

Effective theory of collective deep learning

Arola-Fernández, L., & Lacasa, L. (2024). Physical Review Research, 6(4), November 2024. https://doi.org/10.1103/physrevresearch.6.l042040