Most sensory systems encode external signals into action potentials fo
r transmission to the central nervous system, but little is known abou
t the cost or efficiency of this encoding. We measured the information
capacity at three stages of encoding in the neurons of a spider slit-
sense mechanoreceptor organ. For the receptor current under voltage cl
amp, the capacity was similar to 1400 bits/s, but when the neuron was
allowed to generate a receptor potential, nonlinear membrane processes
improved the capacity to >2000 bits/s. Finally, when action potential
s were produced, the capacity dropped to similar to 200 bits/s, or sim
ilar to 14% of the receptor current capacity. These measurements provi
de a quantitative estimation of the cost of encoding analog signals in
to action potentials.