SpaRCe: Improved Learning of Reservoir Computing Systems through Sparse Representations

Luca Manneschi, Andrew C. Lin, Eleni Vasilaki

"Sparse" neural networks, in which relatively few neurons or connections are active, are common in both machine learning and neuroscience. Whereas in machine learning, "sparsity" i…