The Hodgkin-Huxley Model

The Nobel Prize-winning mathematical framework that perfectly explains how a biological neuron fires an action potential.

Key takeaway: In 1952, Alan Hodgkin and Andrew Huxley shoved a glass capillary electrode inside the massive axon of a squid. By utilizing a "voltage-clamp" technique, they discovered that the action potential is entirely driven by the physical flow of Sodium (Na⁺) and Potassium (K⁺) ions through microscopic channels in the cell membrane. They elegantly modeled this biological membrane as a basic electrical circuit using Ohm's law, capacitors, and resistors.

The Equivalent Electrical Circuit

$$ I = C_m \frac{dV_m}{dt} + I_{Na} + I_K + I_L $$
$$ I = C_m \frac{dV_m}{dt} + g_{Na}m^3h(V_m - E_{Na}) + g_K n^4(V_m - E_{K}) + g_L(V_m - E_L) $$

The total current $I$ injected into the cell splits into two paths: it either charges the membrane capacitor $C_m$, or it flows outwards through the specific ion channels (Sodium, Potassium, and Leak). The variables $m, h,$ and $n$ are the "gating variables"—probabilities between 0 and 1 that dictate exactly what percentage of the ion channels are physically swung open at any given millisecond.

Hodgkin-Huxley Action Potential Simulator
Vm (mV) Time →

Click "Inject Current" to depolarize the membrane. Try dropping the Sodium conductance to 0 to simulate Tetrodotoxin (Pufferfish poison), which blocks Na+ channels and paralyzes the squid!