Rathor, Shailendra K.; Jaurigue, Lina; Ziegler, Martin; Schumacher, Jörg:
Prediction performance of random reservoirs with different topology for nonlinear dynamical systems with different number of degrees of freedom
#!ilm_mods_00079516!#
In: Chaos: an interdisciplinary journal of nonlinear science, vol. 36 (2026), no. 3, art. 33117
DOI: https://doi.org/10.1063/5.0314081
Lüdge, Kathy; Jaurigue, Lina:
Time-multiplexed reservoir computing with semiconductor laser systems
#!ilm_mods_00079063!#
In: Artificial intelligence and intelligent matter: nanoscience, soft matter, philosophy. - Cham : Springer, 2026, pp. 371–388
DOI: https://doi.org/10.1007/978-3-032-04129-6_18
Kurtash, Vladislav; Jaurigue, Lina; Pezoldt, Jörg:
CVD monolayer MoS₂ memtransistors for chaotic time-series prediction via reservoir computing
#!ilm_mods_00079614!#
In: Crystals: open access journal, vol. 16 (2026), no. 2, art. 116
DOI: https://doi.org/10.3390/cryst16020116
Lüdge, Kathy; Jaurigue, Lina:
Noise induced modulations in passively mode-locked semiconductor laser with optical self-feedback
#!ilm_mods_00080408!#
In: Semiconductor Lasers and Laser Dynamics XII: 12-14 April 2026, Strasbourg, France, (2026), art. PC140900B
DOI: https://doi.org/10.1117/12.3099844
Picco, Enrico; Jaurigue, Lina; Lüdge, Kathy; Massar, Serge:
Efficient optimisation of physical reservoir computers using only a delayed input
#!ilm_mods_00034783!#
In: Communications engineering, vol. 4 (2025), no. 1, art. 3
DOI: https://doi.org/10.1038/s44172-025-00340-6
Jaurigue, Jonnel; Robertson, Joshua; Hurtado, Antonio; Jaurigue, Lina; Lüdge, Kathy:
Post-processing methods for delay embedding and feature scaling of reservoir computers
#!ilm_mods_00030057!#
In: Communications engineering, vol. 4 (2025), no. 1, art. 10
DOI: https://doi.org/10.1038/s44172-024-00330-0
Dong, Huifang; Jaurigue, Lina; Kathy, Lüdge,:
Time-multiplexed reservoir computing with quantum-dot lasers: impact of charge-carrier scattering timescale
#!ilm_mods_00030654!#
In: Physica status solidi: Rapid research letters, vol. 19 (2025), no. 6, art. 2400433
DOI: https://doi.org/10.1002/pssr.202400433
Owen-Newns, Dafydd; Jaurigue, Lina; Robertson, Joshua; Adair, Andrew; Jaurigue, Jonnel Anthony; Lüdge, Kathy; Hurtado, Antonio:
Photonic spiking neural network built with a single VCSEL for high-speed time series prediction
#!ilm_mods_00050692!#
In: Communications physics, vol. 8 (2025), art. 110
DOI: https://doi.org/10.1038/s42005-025-02000-9
Jaurigue, Lina; Lüdge, Kathy:
Noise excited feedback delay modes and timing jitter in passively mode-locked lasers
#!ilm_mods_00075610!#
In: 2025 IEEE Photonics Society Summer Topicals Meeting Series (SUM): Berlin, Germany, 21-23 July 2025 ; proceedings (ISBN 979-8-3315-0903-3), (2025), art. WF3.2
DOI: https://doi.org/10.1109/SUM65312.2025.11121778
Jaurigue, Lina; Lüdge, Kathy:
Utilizing rate-independent hysteresis for analog computing
#!ilm_mods_00078665!#
In: Neuromorphic computing and engineering, vol. 5 (2025), no. 4, art. 44007
DOI: https://doi.org/10.1088/2634-4386/ae1bcf
Lenk, Claudia; He, Yuxuan; Hosseini, Alireza; Zheng, Fan; Mukherjee, Aayushmi [et al.]:
NeuroSensEar: neuromorphic acoustic sensing for the high-performance hearing aids of tomorrow
#!ilm_mods_00079412!#
In: Proceedings of DAS/DAGA 2025: 51st Annual Meeting on Acoustics : March 17-20, 2025, Copenhagen (ISBN 978-3-939296-23-2), (2025), pp. 509–512
DOI: https://doi.org/10.71568/dasdaga2025.523
Jaurigue, Lina; Lüdge, Kathy:
Influence of noise-induced modulations on the timing stability of passively mode-locked semiconductor laser subject to optical feedback
#!ilm_mods_00059798!#
In: The ANZIAM journal: the Australian & New Zealand industrial and applied mathematics journal, vol. 67 (2025), art. e22
DOI: https://doi.org/10.1017/S1446181125000136
Cindrak, Saud; Jaurigue, Lina; Lüdge, Kathy:
Engineering quantum reservoirs through Krylov complexity, expressivity, and observability
#!ilm_mods_00075776!#
In: Physical review research, vol. 7 (2025), no. 4, art. 43190
DOI: https://doi.org/10.1103/84f3-63mz
Cindrak, Saud; Lüdge, Kathy; Jaurigue, Lina:
From Krylov complexity to observability: Capturing phase space dimension with applications in quantum reservoir computing
#!ilm_mods_00075777!#
In: Physical review research, vol. 7 (2025), no. 4, art. L042039
DOI: https://doi.org/10.1103/m9kq-wrln
He, Yuxuan; Molla Ali Hosseini, Alireza; Abeßer, Jakob; Jaurigue, Lina; Raake, Alexander; Lüdge, Kathy:
From CNN to reservoir computing: a new perspective on acoustic scene classification
#!ilm_mods_00080248!#
In: 2025 AES International Conference on Artificial Intelligence and Machine Learning for Audio: Queen Mary University of London, 8th to 10th, September 2025 ; proceedings, (2025), art. 21
URL: https://fis.uni-bamberg.de/handle/uniba/113069
Fumagalli, Luci; Lüdge, Kathy; de Wiljes, Jana; Haario, Heikki; Jaurigue, Lina:
Data-driven performance measures using global properties of attractors for testing black-box surrogate models of chaotic systems
#!ilm_mods_00078620!#
In: Chaos: an interdisciplinary journal of nonlinear science, vol. 35 (2025), no. 11, art. 113121
DOI: https://doi.org/10.1063/5.0283424
Jaurigue, Lina; Lüdge, Kathy:
Reducing reservoir computer hyperparameter dependence by external timescale tailoring
#!ilm_mods_00010604!#
In: Neuromorphic computing and engineering, vol. 4 (2024), no. 1, art. 14001
DOI: https://doi.org/10.1088/2634-4386/ad1d32
Lüdge, Kathy; Jaurigue, Lina:
Cheap light sources could make AI more energy efficient
#!ilm_mods_00019042!#
In: Nature: international weekly journal of science, vol. 632 (2024), no. 8023, pp. 34–35
DOI: https://doi.org/10.1038/d41586-024-02323-7
Jaurigue, Lina:
Chaotic attractor reconstruction using small reservoirs — the influence of topology
#!ilm_mods_00019276!#
In: Machine learning: science and technology, vol. 5 (2024), no. 3, art. 35058
DOI: https://doi.org/10.1088/2632-2153/ad6ee8
Cindrak, Saud; Donvil, Brecht; Lüdge, Kathy; Jaurigue, Lina:
Enhancing the performance of quantum reservoir computing and solving the time-complexity problem by artificial memory restriction
#!ilm_mods_00010077!#
In: Physical review research, vol. 6 (2024), no. 1, art. 13051
DOI: https://doi.org/10.1103/PhysRevResearch.6.013051
Picco, Enrico; Jaurigue, Lina; Lüdge, Kathy; Massar, Serge:
Use of a delayed input for simple and effective optimisation of physical reservoir computers
#!ilm_mods_00022691!#
In: Emerging Topics in Artificial Intelligence (ETAI) 2024: 18-23 August 2024, San Diego, California, United States (ISBN 978-1-5106-7897-2), (2024), art. 1311802
DOI: https://doi.org/10.1117/12.3026888
Mühlnickel, Lukas; Jaurigue, Jonnel A.; Jaurigue, Lina C.; Lüdge, Kathy:
The influence of timescales and data injection schemes for reservoir computing using spin-VCSELs
#!ilm_mods_00022978!#
In: Communications physics, vol. 7 (2024), art. 370
DOI: https://doi.org/10.1038/s42005-024-01858-5
Owen-Newns, Dafydd; Jaurigue, Lina; Robertson, Joshua; Adair, Andrew; Jaurigue, Jonnel; Lüdge, Kathy; Hurtado, Antonio:
High speed time series prediction with a photonic spiking neural network built with a single VCSEL
#!ilm_mods_00035224!#
In: 2024 IEEE Photonics Conference (IPC): Rome, Italy, 10-14 November 2024 : proceedings (ISBN 979-8-3503-6196-4), (2024)
DOI: https://doi.org/10.1109/IPC60965.2024.10799650
Čindrak, Saud; Paschke, Adrian; Jaurigue, Lina; Lüdge, Kathy:
Measurable Krylov spaces and eigenenergy count in quantum state dynamics
#!ilm_mods_00020812!#
In: Journal of high energy physics: a refereed journal written, run, and distributed by electronic means, vol. 2024 (2024), no. 10, art. 83
DOI: https://doi.org/10.1007/JHEP10(2024)083
Mühlnickel, Lukas; Jaurigue, Lina; Lüdge, Kathy:
Delay-based reservoir computing with spin-VCSELs: interplay between internal dynamics and performance
#!ilm_mods_00008496!#
In: 2023 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC): 26-30 June 2023 : conference location: Munich, Germany (ISBN 979-8-3503-4600-8), (2023), p. 1 Seite
DOI: https://doi.org/10.1109/CLEO/EUROPE-EQEC57999.2023.10232555
Hülser, Tobias; Köster, Felix; Lüdge, Kathy; Jaurigue, Lina:
Deriving task specific performance from the information processing capacity of a reservoir computer
#!ilm_mods_00000961!#
In: Nanophotonics, vol. 12 (2023), no. 5, pp. 937–947
DOI: https://doi.org/10.1515/nanoph-2022-0415
Köster, Felix; Patel, Dhruvit; Wikner, Alexander; Jaurigue, Lina; Lüdge, Kathy:
Data-informed reservoir computing for efficient time-series prediction
#!ilm_mods_00005665!#
In: Chaos: an interdisciplinary journal of nonlinear science, vol. 33 (2023), no. 7, art. 73109
DOI: https://doi.org/10.1063/5.0152311
Jaurigue, Lina; Lüdge, Kathy:
Connecting reservoir computing with statistical forecasting and deep neural networks
#!ilm_mods_00003117!#
In: Nature communications, vol. 13 (2022), art. 227
DOI: https://doi.org/10.1038/s41467-021-27715-5
Hülser, Tobias; Köster, Felix; Jaurigue, Lina; Lüdge, Kathy:
Role of delay-times in delay-based photonic reservoir computing [Invited]
#!ilm_mods_00003139!#
In: Optical materials express, vol. 12 (2022), no. 3, pp. 1214–1231
DOI: https://doi.org/10.1364/OME.451016
Jaurigue, Lina; Robertson, Elizabeth; Wolters, Janik; Lüdge, Kathy:
Photonic reservoir computing with non-linear memory cells: Interplay between topology, delay and delayed input
#!ilm_mods_00001527!#
In: Emerging Topics in Artificial Intelligence (ETAI) 2022: 21-25 August 2022, San Diego, California, United States (ISBN 978-1-5106-5392-4), (2022), art. 1220408
DOI: https://doi.org/10.1117/12.2633339
Jaurigue, Lina; Robertson, Elizabeth; Wolters, Janik; Lüdge, Kathy:
Reservoir computing with delayed input for fast and easy optimisation
#!ilm_mods_00009153!#
In: Entropy: an international and interdisciplinary journal of entropy and information studies, vol. 23 (2021), no. 12, art. 1560
DOI: https://doi.org/10.3390/e23121560
