BRESSLOFF and ROPER, 1998. Stochastic dynamics of the diffusive Haken model with subthreshold periodic forcing. Physical Review E, 58(2), pp. 2282–2287
We demonstrate a noisy resonance phenomenon in a winner-takes-all neural network. We derive an expression for the theoretical transition rate between states and show that this rate matches the driving frequency. We further show that this effect persists when a diffusive coupling is introduced into the network leading to a more robust system.