Lüdge, Kathy
- Roadmap on Neuromorphic Photonics
2025/01/14 by Daniel Brunner, Brunner, Daniel, Bhavin J. Shastri +328 · 2 voices · 12 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Neural Networks and Applications #Neural Networks and Reservoir Computing #cs.ET #physics.app-ph #physics.optics
- Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input
2024/01/25 by Enrico Picco, Lina Jaurigue, Picco, Enrico +5 · 3 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Optics (physics.optics)
- The role of delay-times in delay-based Photonic Reservoir Computing
2021/12/22 by Tim Hülser, Felix Köster, Hülser, Tobias +5 · 2 citations
Computer Science · Engineering · #Computational Physics (physics.comp-ph) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Photonic and Optical Devices
- Reducing hyperparameter dependence by external timescale tailoring
2023/07/17 by Lina Jaurigue, Jaurigue, Lina C., Kathy Lüdge +1 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
- Master memory function for delay-based reservoir computers with\n single-variable dynamics
2021/08/28 by Felix Köster, Köster, Felix, Serhiy Yanchuk +3 · 1 citation
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Advanced Memory and Neural Computing #Nonlinear Dynamics and Pattern Formation
- Canard cascading in networks with adaptive mean-field coupling
2024/07/30 by Juan Balzer, Balzer, Juan, Rico Berner +9 · 1 citation
Mathematics · #Adaptation and Self-Organizing Systems (nlin.AO) #FOS: Physical sciences #Pattern Formation and Solitons (nlin.PS) #Stochastic processes and statistical mechanics