The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.
Optoelectronic reservoir computing: tackling noise-induced performance degradation
Open accessAbstract
We present improved strategies to perform photonic information processing using an optoelectronic oscillator with delayed feedback. In particular, we study, via numerical simulations and experiments, the influence of a finite signal-to-noise ratio on the computing performance. We illustrate that the performance degradation induced by noise can be compensated for via multi-level pre-processing masks.
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Cites
Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication
Jaeger, H., & Haas, H. (2004) · Science · doi:10.1126/science.1091277 · Cited by 3,811
O'Brien, J. L. (2007) · Science · doi:10.1126/science.1142892 · Cited by 1,221
Cited by
Recent advances in physical reservoir computing: A review
Tanaka, G., Yamane, T., Héroux, J. B., Nakane, R., Kanazawa, N., Takeda, S., Numata, H., Nakano, D., & Hirose, A. (2019) · Neural Networks · doi:10.1016/j.neunet.2019.03.005 · Cited by 2,146
Parallel photonic information processing at gigabyte per second data rates using transient states
Brunner, D., Soriano, M. C., Mirasso, C. R., & Fischer, I. (2013) · Nature Communications · doi:10.1038/ncomms2368 · Cited by 938
Self-citationHigh-performance photonic reservoir computer based on a coherently driven passive cavity
Vinckier, Q., Duport, F., Smerieri, A., Vandoorne, K., Bienstman, P., Haelterman, M., & Massar, S. (2015) · Optica · doi:10.1364/optica.2.000438 · Cited by 265
Feedback control for microring weight banks
Tait, A. N., Jayatilleka, H., De Lima, T. F., Ma, P. Y., Nahmias, M. A., Shastri, B. J., Shekhar, S., Chrostowski, L., & Prucnal, P. R. (2018) · Optics Express · doi:10.1364/oe.26.026422 · Cited by 138
All-Optical Reservoir Computing on a Photonic Chip Using Silicon-Based Ring Resonators
Coarer, F. D.-L., Sciamanna, M., Katumba, A., Freiberger, M., Dambre, J., Bienstman, P., & Rontani, D. (2018) · IEEE Journal of Selected Topics in Quantum Electronics · doi:10.1109/jstqe.2018.2836985 · Cited by 119
Metadata
- Authors
- Soriano, M. C., Ortín, S., Brunner, D., Larger, L., Mirasso, C. R., Fischer, I., & Pesquera, L.
- Venue
- Optics Express
- Publisher
- Optica Publishing Group
- Published
- 2013-01-02
- Volume
- 21
- Issue
- 1
- Pages
- 12
- ISSN
- 1094-4087 (ISSN-L)
- OpenAlex
- W1967783432
- Cited by
- 187
- References
- 2
- FWCI
- 11.78
- Type
- journal article
- Language
- en
- Open access
- gold
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- Soriano, M. C., Ortín, S., Brunner, D., Larger, L., Mirasso, C. R., Fischer, I., & Pesquera, L. (2013). Optoelectronic reservoir computing: tackling noise-induced performance degradation. Optics Express. https://doi.org/10.1364/oe.21.000012
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