FRESCO is a frequency-domain Echo State Network using zero-padding embeddings, packed readout, and native frequency non-linearity to achieve O(N) complexity while matching SOTA on memory and forecasting benchmarks.
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Frequency Domain Reservoir Computing
FRESCO is a frequency-domain Echo State Network using zero-padding embeddings, packed readout, and native frequency non-linearity to achieve O(N) complexity while matching SOTA on memory and forecasting benchmarks.