Prof. Claudio Gallicchio – Reservoir Computing: Fast Deep Learning for Sequences

Reservoir Computing: Fast Deep Learning for Sequences Recurrent Neural Networks (RNNs) represent the reference class of Deep Learning models for learning from sequential data. Despite the widespread success, a major downside of RNNs and commonly derived ‘gating’ variants (LSTM, GRU) is given by the high cost of the involved training algorithms. In this context, an […]

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