Sparse Federated Echo State Networks for Time-Series Classification via Smooth-L1 Regularization

Gengcheng Lyu, Manuel Röder, Frank-Michael Schleif

Echo State Networks (ESNs), as lightweight implementations of reservoir computing, provide efficient solutions for temporal data processing in resource-constrained environments. Wh…