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Echo State Networks (ESNs) for Modelling Chaotic Time Series Data

Repository for our project investigating the effectiveness of various novel "echo-state" style neural network architectures for modelling chaotic time series data.

Scholarpedia page on basic ESN http://www.scholarpedia.org/article/Echo_state_network

Deep Hierarchial ESN https://www.researchgate.net/publication/321095252_Deep-ESN_A_Multiple_Projection-encoding_Hierarchical_Reservoir_Computing_Framework

'Layered Constrained' ESN https://arxiv.org/abs/1712.04323

Ensemble ESN http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6748520

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