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2020 – today
- 2024
[j7]Lina Jaurigue
, Kathy Lüdge:
Reducing reservoir computer hyperparameter dependence by external timescale tailoring. Neuromorph. Comput. Eng. 4(1): 14001 (2024)- [j6]Felix Köster, Serhiy Yanchuk, Kathy Lüdge:
Master Memory Function for Delay-Based Reservoir Computers With Single-Variable Dynamics. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7712-7725 (2024) - [i9]Enrico Picco, Lina Jaurigue, Kathy Lüdge, Serge Massar:
Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input. CoRR abs/2401.14371 (2024) - 2023
- [j5]Felix Köster, Dominik Ehlert, Kathy Lüdge:
Limitations of the Recall Capabilities in Delay-Based Reservoir Computing Systems. Cogn. Comput. 15(5): 1419-1426 (2023) - [i8]Lina C. Jaurigue, Kathy Lüdge:
Reducing hyperparameter dependence by external timescale tailoring. CoRR abs/2307.08603 (2023) - 2021
- [j4]Lina Jaurigue, Elizabeth Robertson, Janik Wolters, Kathy Lüdge:
Reservoir Computing with Delayed Input for Fast and Easy Optimisation. Entropy 23(12): 1560 (2021) - [i7]Felix Köster, Serhiy Yanchuk, Kathy Lüdge:
Master memory function for delay-based reservoir computers with single-variable dynamics. CoRR abs/2108.12643 (2021) - [i6]Tobias Hülser, Felix Köster, Lina Jaurigue, Kathy Lüdge:
The role of delay-times in delay-based Photonic Reservoir Computing. CoRR abs/2112.11830 (2021) - 2020
- [j3]Florian Stelzer, André Röhm, Kathy Lüdge, Serhiy Yanchuk:
Performance boost of time-delay reservoir computing by non-resonant clock cycle. Neural Networks 124: 158-169 (2020) - [i5]Mirko Goldmann, Felix Köster, Kathy Lüdge, Serhiy Yanchuk:
Deep Time-Delay Reservoir Computing: Dynamics and Memory Capacity. CoRR abs/2006.06322 (2020) - [i4]Felix Köster, Serhiy Yanchuk, Kathy Lüdge:
Improving Delay Based Reservoir Computing via Eigenvalue Analysis. CoRR abs/2009.07928 (2020) - [i3]Felix Köster, Dominik Ehlert, Kathy Lüdge:
Limitations of the recall capabilities in delay based reservoir computing systems. CoRR abs/2010.15562 (2020)
2010 – 2019
- 2019
- [j2]Kathy Lüdge, André Röhm:
Computing with a camera. Nat. Mach. Intell. 1(12): 551-552 (2019) - [i2]Florian Stelzer, André Röhm, Kathy Lüdge, Serhiy Yanchuk:
Performance boost of time-delay reservoir computing by non-resonant clock cycle. CoRR abs/1905.02534 (2019) - 2018
- [i1]André Röhm, Kathy Lüdge:
Reservoir computing with simple oscillators: Virtual and real networks. CoRR abs/1802.08590 (2018) - 2016
- [c3]Oleg Nikiforov, Lina Jaurigue, Lukas Drzewietzki, Kathy Lüdge, Stefan Breuer:
Timing jitter and repetition rate control of a passively mode-locked semiconductor laser by dual optical feedback. ICTON 2016: 1-4 - [c2]Oleg Nikiforov, Lina Jaurigue, Christoph Weber, Lukas Drzewietzki, Kathy Lüdge, Stefan Breuer:
Pulse train stability of multi-gigahertz passively mode-locked semiconductor lasers. ICTON 2016: 1-2 - 2015
- [c1]Holger Schmeckebier, Benjamin Lingnau, Swen Koenig, Kathy Lüdge, Christian Meuer, Anissa Zeghuzi, Dejan Arsenijevic, Mirko Stubenrauch, Rene Bonk, Christian Koos, Colja Schubert, Thomas Pfeiffer, Dieter Bimberg:
Ultra-broadband bidirectional dual-band ouantum-dot semiconductor optical amplifier. OFC 2015: 1-3 - 2012
- [j1]Christian Otto, Björn Globisch, Kathy Lüdge, Eckehard Schöll, Thomas Erneux:
Complex Dynamics of semiconductor Quantum dot Lasers subject to delayed Optical Feedback. Int. J. Bifurc. Chaos 22(10) (2012)
Coauthor Index
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