Unsupervised Learning in Echo State Networks for Input Reconstruction
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Echo state networks (ESNs) are a class of recurrent neural networks in which only the readout layer is trainable, while the recurrent and input layers are fixed. This architectural constraint enables computationally efficient processing of time-series data. Tr... ...
