The self-inhibited leaky integrator: Transfer functions and steady state relations

We analyse a model for neural activity including forgetting and self-inhibition processes. The analysis concerns the static and dynamic performances. The theoretical predictions are compared with previously published experimental data on the neural encoding in the ommatidia of the Limulus lateral eye. We conclude that the analysed model could reproduce the experimental behaviour, but different models cannot be excluded. Moreover an independent normalisation factor has to be assumed to account for the experimental gains.