N. Rubin

Neural competition and probabilistic representations

A simple, biologically plausible network model shows that probabilistic behavior emerges naturally in diverse scenarios, and arises from sampling of competing responses, and provides a principled computational rationale for the prevalent finding of balanced excitation and inhibition in the brain.