So according to the Principles of Neural Science, 4th edition, ion channels = resistors, concentration gradients = voltage sources, membranes/lipid bilayers = parallel plate capacitors, and the potential change across a membrane after a current pulse = IR(1-e^(-t/tau)) where tau = the time constant RC.

So basically, neurons = RC circuits. MIND BLOWN.