Echoes of the Past: A Unified Perspective on Fading Memory and Echo States
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Recurrent neural networks (RNNs) have become increasingly popular in information processing tasks involving time series & temporal data. A fundamental property of RNNs is their ability to create reliable input/output responses, often linked to how the network ... ...