A Mean-Field Approach to Criticality in Spiking Neural Networks for Reservoir Computing
Ruggero Freddi, Francesco Cicala, Laura Marzetti, Alessio Basti
This paper develops a mean-field framework to configure spiking neural networks in the critical regime for reservoir computing, showing improved performance and computational capacity near criticality.