Neural and Evolutionary Computing · Computer Science
Reservoir Computing with Noise
Chad Nathe, Chandra Pappu, Nicholas A. Mecholsky, Joseph D. Hart +2
2023-05-10
Emerging Technologies · Computer Science
Quantitative evaluation of the performance of discrete-time reservoir computers in the forecasting, filtering, and reconstruction of stochastic stationary signals
Lyudmila Grigoryeva, Julie Henriques, Juan-Pablo Ortega
2015-10-08
Quantum Physics · Physics
Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems
R. Martínez-Peña, J. Nokkala, G. L. Giorgi, R. Zambrini +1
2020-10-14
Quantum Physics · Physics
Natural quantum reservoir computing for temporal information processing
Yudai Suzuki, Qi Gao, Ken C. Pradel, Kenji Yasuoka +1
2022-03-07
Quantum Physics · Physics
Memory-Nonlinearity Trade-off across Quantum Reservoir Computing Frameworks
Saud Čindrak, Lara Giebeler, Niclas Götting, Christopher Gies +1
2026-03-24
Neural and Evolutionary Computing · Computer Science
The Computational Capacity of LRC, Memristive and Hybrid Reservoirs
Forrest C. Sheldon, Artemy Kolchinsky, Francesco Caravelli
2022-11-16
Quantum Physics · Physics
Quantum Noise-Induced Reservoir Computing
Tomoyuki Kubota, Yudai Suzuki, Shumpei Kobayashi, Quoc Hoan Tran +2
2022-07-19
Machine Learning · Statistics
Information Processing Capacity of Stationary Physical Systems: Theory, Data-efficient Estimation Methods, and Photonic Demonstration
Rahul Uma Ramachandran, Serge Massar
2026-05-22
Quantum Physics · Physics
Role of coherence in many-body Quantum Reservoir Computing
Ana Palacios, Rodrigo Martínez-Peña, Miguel C. Soriano, Gian Luca Giorgi +1
2024-12-23
Quantum Physics · Physics
Role of scrambling and noise in temporal information processing with quantum systems
Weijie Xiong, Zoë Holmes, Armando Angrisani, Yudai Suzuki +2
2025-07-08
Machine Learning · Computer Science
Effect of temporal resolution on the reproduction of chaotic dynamics via reservoir computing
Kohei Tsuchiyama, André Röhm, Takatomo Mihana, Ryoichi Horisaki +1
2023-07-05
Data Analysis, Statistics and Probability · Physics
Markov properties in presence of measurement noise
David Kleinhans, Rudolf Friedrich, Matthias Waechter, Joachim Peinke
2009-11-13
Dynamical Systems · Mathematics
Optimal nonlinear information processing capacity in delay-based reservoir computers
Lyudmila Grigoryeva, Julie Henriques, Laurent Larger, Juan-Pablo Ortega
2014-11-11