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Learning Objectives: Describe the sequence of sodium and potassium conductance changes underlying the threshold, depolarization, peak, repolarization, and after-hyperpolarization phases of an action potential. Explain how the voltage- and time-dependent states of sodium and potassium channels produce the action-potential waveform. Distinguish the positive-feedback process responsible for rapid depolarization from the negative-feedback processes responsible for repolarization. Explain now action-potential frequency and patterns of activity across populations of neurons can encode information even through individual action potentials are all-or-none.
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Sodium (Na+) Channel
Specialized transmembrane proteins that allow sodium ions (Na+) to cross cell membranes.
Both voltage and time gated
Voltage-gated:
Inward current (Na+ enters the cell)
Responds rapidly to depolarization
Three states:
Deactivated: Closed but capable of opening
Activated: Open upon depolarization.
Inactivated: Closed and NOT capable of opening. Inactivation is caused by time-gate and is removed upon repolarization.
Time-gated:
Stops membrane from further depolarizing
Responds to depolarization with a slight time delay (~1 ms after activation gate opens)
“Ball and Chain”
When voltage-gate is closed, the balls float freely
When the gate is open, the balls are attracted to the open pore of the channel + will block the pore
Upon repolarization, the voltage-gate closes and the ball is dislodged, returning the Na+ channel to its resting closed state

Potassium (K+) Channel
Specialized transmembrane protein complexes that allow the selective outward flow to potassium (K+) ions to drive repolarization.
Voltage gated
Outward current (K+ leaves the cell)
Opening and closing depends on membrane potential
Slow response
Two states:
Deactivated: Closed but capable of opening
Activated: Open around the peak of the action potential (+30mV) to let K+ ions flow out of the cell, returning the AP from a positive peak back down to a negative resting state
Conductance of Na+ and K+ Channels
The conductance changes with membrane potential for voltage-gated Na+ and K+ are very similar.
When an axonal membrane is depolarized more, more of both channels will open
However, the conductance changes with time is very different for the two channels:
Voltage-gated Na+ channels:
Opens immediately following depolarization
Inactivates after < 1 ms
Voltage-gated K+ channels:
Opens after a delay (when AP reaches its peak)
Does NOT inactivate

Stage One of the Action Potential
Resting State (Resting Membrane Potential)
Near EK, PK > PNa due to leaky K+ channels
K+ and Na+ voltage-gates are closed
Na+ time-dependent gate (ball and chain) is open

Stage Two of the Action Potential
Hypopolarization (Threshold)
Membrane is brought to threshold voltage by depolarizing stimulus
Na+ voltage-dependent gates open

Stage Three of the Action Potential
Depolarization (Rising Phase)
Na+ flows through open time-dependent and voltage-dependent gates
Flow of Na+ into the cell rapidly depolarizes the membrane
Positive Feedback Loop: Na+ entry causes depolarization, which opens more voltage gated Na+ channels, which causes more depolarization

Stage Four of the Action Potential
Overshoot
Closure of time-dependent Na+ gate and delayed opening of voltage-gated K+ channels halts membrane depolarization

Stage Five of the Action Potential
Repolarization (Falling Phase)
Open voltage-gated K+ channes repolarize the membrane back to a negative membrane potential

Stage Six of the Action Potential
Hyperpolarization (Undershoot)
Slowly closing voltage-gated K+ channels hyperpolarize membrane towards EK
Negative Feedback Loop: voltage-gated K+ channels bring the action potential to an end and induce their own closing
Na+ channels return to closed resting state
Voltage-gate is closed
Time-dependent gate is open

Stage Seven of the Action Potential
Return to Resting State
Closure of voltage-gated K+ channels returns the membrane potential to its resting value

Rate Coding
Information is carried by how often a single neuron fires.
A stronger stimulus increases action potential firing rate
Allows the threshold to be reached earlier in the refractory period

Population Coding
Information is distributed across and decoded from the joint activity of many neurons working together.
Individual receptors differ in their sensory thresholds
Stronger stimulus excites more receptors

Distributed Coding
A neural representation strategy where information is encoded not by a single neuron, but by the collective activity pattern of large ensemble of neurons.
Lecture Example:
Three neurons:
Danger neuron
Size-sensitive neuron (Small)
Size-sensitive neuron (Large)
The brain is able to encode all four invertebrates (Fly, Bee, Mosquito, Gnat) with just these three neurons
