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cs.NE2025
Illuminating the Black Box of Reservoir Computing
Claus Metzner, Achim Schilling, Thomas Kinfe +2
Reservoir computers, based on large recurrent neural networks with fixed random connections, are known to perform a wide range of information processing tasks. However, the nature…
cs.NE2024
Nonlinear Neural Dynamics and Classification Accuracy in Reservoir Computing
Claus Metzner, Achim Schilling, Andreas Maier +1
Reservoir computing - information processing based on untrained recurrent neural networks with random connections - is expected to depend on the nonlinear properties of the neurons…