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Deep Reservoir Computing: A Novel Class of Deep Recurrent Neural Networks.

. University of Pisa, Italy, (2019)

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Hierarchical Temporal Representation in Linear Reservoir Computing., , and . CoRR, (2017)Deep Reservoir Computing: A Novel Class of Deep Recurrent Neural Networks.. University of Pisa, Italy, (2019)ReservoirPy: An Efficient and User-Friendly Library to Design Echo State Networks., , , and . ICANN (2), volume 12397 of Lecture Notes in Computer Science, page 494-505. Springer, (2020)Hierarchical-Task Reservoir for Online Semantic Analysis From Continuous Speech., and . IEEE Trans. Neural Networks Learn. Syst., 33 (6): 2654-2663 (2022)Deep Echo State Networks for Functional Ambulation Categories Estimation., , , and . ESANN, (2021)Comparison between DeepESNs and gated RNNs on multivariate time-series prediction., , and . ESANN, (2019)Comparison between DeepESNs and gated RNNs on multivariate time-series prediction., , and . CoRR, (2018)Design of deep echo state networks., , and . Neural Networks, (2018)Hierarchical-Task Reservoir for Anytime POS Tagging from Continuous Speech., and . IJCNN, page 1-8. IEEE, (2020)Hierarchical Temporal Representation in Linear Reservoir Computing., , and . Neural Advances in Processing Nonlinear Dynamic Signals, volume 102 of Smart Innovation, Systems and Technologies, Springer, (2020)