Performance Limitations of Relay Neurons
Figure 4
Illustrates and
. When an
pulse arrives, the solution jumps from
to
. Now, whether the neuron generates a successful response or not is governed by the local dynamics. Therefore, we linearize (4) about
to analyze the behaviour of
for
. If a successful response is generated,
such that
else if an unsuccessful response is generated
such that
.