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- W4289739612 abstract "Neuro-inspired recurrent neural network algorithms, such as echo state networks, are computationally lightweight and thereby map well onto untethered devices. The baseline echo state network algorithms are shown to be efficient in solving small-scale spatio-temporal problems. However, they underperform for complex tasks that are characterized by multi-scale structures. In this research, an intrinsic plasticity-infused modular deep echo state network architecture is proposed to solve complex and multiple timescale temporal tasks. It outperforms state-of-the-art for time series prediction tasks." @default.
- W4289739612 created "2022-08-04" @default.
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- W4289739612 date "2018-08-01" @default.
- W4289739612 modified "2023-09-27" @default.
- W4289739612 title "Mod-DeepESN: Modular Deep Echo State Network" @default.
- W4289739612 doi "https://doi.org/10.48550/arxiv.1808.00523" @default.
- W4289739612 hasPublicationYear "2018" @default.
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