TRANSIENT REGIME DURATION IN CONTINUOUS-TIME NEURAL NETWORKS WITH DELAY

Finite transmission times between neurons, referred to as delays, appe ar in hardware implementation of neural networks and may interfere wit h information processing by inducing oscillations. In some networks th ese oscillations are transients. In this work, we examine these in a t wo-neuron network, and we show analytically that the duration of such transients increases exponentially with the delay.