Empirical Boundaries of Reservoir Computing for Few-Shot Sequence Pattern Tasks.

arXiv:2610.19997v1 Announce Type: cross Abstract: Efficient sequence modeling remains a fundamental challenge in machine learning. Despite the success of Transformers, recurrent neural networks (RNNs) have recently re-emerged as efficient alternatives. Particu