Ruggero Freddi

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.

This study uses statistical models to analyze neuronal responses to electrical cortical stimulation in mice, achieving high accuracy in stimulus decoding and brain region classification.

This study shows how electrical stimulation affects spiking responses in human cortical organoids, finding parameter-dependent excitatory and inhibitory responses with local circuit contributions.