Kathy Lüdge

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 17

Top Topics

Reservoir Computing

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Nat. Mach. Intell.

Publications

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) (2024)
Lina Jaurigue, Kathy Lüdge
Reducing reservoir computer hyperparameter dependence by external timescale tailoring. Neuromorph. Comput. Eng. 4 (1) (2024)
Enrico Picco, Lina Jaurigue, Kathy Lüdge, Serge Massar
Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input. CoRR (2024)
Lina C. Jaurigue, Kathy Lüdge
Reducing hyperparameter dependence by external timescale tailoring. CoRR (2023)
Felix Köster, Dominik Ehlert, Kathy Lüdge
Limitations of the Recall Capabilities in Delay-Based Reservoir Computing Systems. Cogn. Comput. 15 (5) (2023)
Felix Köster, Serhiy Yanchuk, Kathy Lüdge
Master memory function for delay-based reservoir computers with single-variable dynamics. CoRR (2021)
Tobias Hülser, Felix Köster, Lina Jaurigue, Kathy Lüdge
The role of delay-times in delay-based Photonic Reservoir Computing. CoRR (2021)
Lina Jaurigue, Elizabeth Robertson, Janik Wolters, Kathy Lüdge
Reservoir Computing with Delayed Input for Fast and Easy Optimisation. Entropy 23 (12) (2021)
Felix Köster, Serhiy Yanchuk, Kathy Lüdge
Improving Delay Based Reservoir Computing via Eigenvalue Analysis. CoRR (2020)
Felix Köster, Dominik Ehlert, Kathy Lüdge
Limitations of the recall capabilities in delay based reservoir computing systems. CoRR (2020)
Florian Stelzer, André Röhm, Kathy Lüdge, Serhiy Yanchuk
Performance boost of time-delay reservoir computing by non-resonant clock cycle. Neural Networks 124 (2020)
Mirko Goldmann, Felix Köster, Kathy Lüdge, Serhiy Yanchuk
Deep Time-Delay Reservoir Computing: Dynamics and Memory Capacity. CoRR (2020)
Kathy Lüdge, André Röhm
Computing with a camera. Nat. Mach. Intell. 1 (12) (2019)
Florian Stelzer, André Röhm, Kathy Lüdge, Serhiy Yanchuk
Performance boost of time-delay reservoir computing by non-resonant clock cycle. CoRR (2019)
André Röhm, Kathy Lüdge
Reservoir computing with simple oscillators: Virtual and real networks. CoRR (2018)
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)
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)
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)