NeuroLogic: Fundamentals

EEG Fundamentals

Welcome

Orientation

This course is designed to take you all the way from a single neuron to the basics of reading a page and writing your own EEG report. You will not start by memorizing waveforms. You will start at the cell, then earn each later skill from the one before it.

Syllabus (each heading is a lesson in this course):

  1. From neuron to channel. How a synaptic current becomes a scalp field, and why the trace on the screen is a comparison, not a photograph of one electrode.
  2. Where the electrodes sit. Place the 10–20 array, then watch the same discharge on bipolar, transverse, circumferential, and average montages.
  3. What the machine keeps and loses. Filters, sensitivity, and the acquisition choices that cannot be undone later.
  4. How to read a page. Background and state first, then sleep, lookalikes, artifact and activation, spikes, ICU patterns, and seizures.
  5. How to write it down. The last page is the report template: each heading in order, from history to impression.

Use Next, or jump from Contents. Labs and real 10-second pages sit on the path. The first lesson starts at the source population.

From Cortex to Channel: What EEG Actually Measures

Core Concept

A scalp trace is the end of a five-step chain. Keep that chain in order and the later rules about polarity, montages, and localization become arithmetic rather than memorization.

  1. 1. Source population: Synaptic currents create graded postsynaptic potentials in cortical neurons. Single axonal action potentials are too brief and spatially scattered to dominate routine scalp EEG.
  2. 2. Open field: Thousands of similarly oriented pyramidal cells must be active with enough synchrony for their extracellular fields to add instead of cancel.
  3. 3. Volume conduction: The summed field spreads through brain, CSF, skull, and scalp. This passive journey attenuates and spatially blurs the signal; it does not create a new rhythm.
  4. 4. Electrode potential: Each scalp electrode samples the local extracellular potential produced by the mixture of fields that reaches it. An electrode has no meaningful absolute voltage by itself.
  5. 5. Channel difference: The amplifier displays Input 1 minus Input 2. The waveform therefore belongs to a channel (a comparison), not to either electrode alone.
Synchrony makes the signal
Synchrony, not a single conductor

A crowd is quiet at a distance when everyone speaks independently and loud when many people clap together. Cortical synchrony likewise emerges from interacting thalamocortical and intracortical networks; the thalamus is important for several rhythms, but it is not the sole conductor of EEG.

Scalp detection generally requires synchronous activation across several square centimeters of cortex; often-cited estimates begin around 6 cm², but detectability varies with depth, orientation, synchrony, amplitude, and competing background activity.

Cross section showing synchronized aligned cortical pyramidal neurons whose extracellular fields sum and spread through CSF, skull, and scalp to an EEG electrode
Aligned cortical populations generate a cumulative extracellular field; volume conduction carries a blurred, attenuated version to the scalp electrode.

Quick check Follow the diagram from cortex to scalp. Which signal contributes most directly to routine scalp EEG?

Why EEG Sees Synapses, Not Spikes

Core Concept

Step one of the chain said that routine scalp EEG reflects postsynaptic potentials rather than action potentials. That is usually stated and then left there. It is worth proving, because the reason is not biological preference; it is arithmetic about duration, and once you have seen it you can predict which signals will ever reach an electrode.

No cortical population fires in perfect lockstep. Each cell contributes the same little waveform at a slightly different moment, and the electrode adds them up. Adding jittered copies of something can never sharpen it; it can only spread and flatten it. How much it flattens depends on how long the event lasts compared with the spread in firing times.

A stadium is the everyday version. Thousands of people talking independently carry a long way as noise and nothing more; the same crowd clapping together produces something you can hear from outside the ground and even count the rhythm of. The crowd did not get bigger, and nobody got louder; the timing changed. That is the variable the slider below moves.

Left: a stadium crowd each doing something different, with a jagged low-amplitude trace beneath, labeled random noise. Right: the same crowd moving in unison, with a smooth high-amplitude sine wave beneath, labeled synchronized signal.
Same number of people on both sides. Only the timing differs.
Each cell is lit for exactly as long as its own event lasts, and the trace below adds up what an electrode would see. 200 ms of tissue time is stretched over eight seconds, so a 1 ms spike is a single blink and a 60 ms synaptic potential is a glow lasting seconds.
Event duration
Display filter70 Hz
Peak reaching the trace

Try 5 ms of jitter on each in turn. The synaptic potential keeps almost all of its height; the spike keeps well under one percent. Five milliseconds is nothing to a 60 ms event and an eternity to a 1 ms one. By the time a neighboring cell fires, the first spike has been over for several milliseconds, so the two never overlap and there is nothing to add.

Why spikes never reach the scalp

This is why a cortex can be extremely busy and still look quiet at the scalp, and why EEG is a measure of synchrony at least as much as of activity. It is also the honest answer to a question that bothers most beginners: the spikes are absolutely there, firing constantly under the electrode. They are simply too brief to survive being added up.

Careful with the word "spike." The action potential here is the millisecond event of a single axon, and it is invisible to scalp EEG. The epileptiform spike you will learn to report is a 20–70 ms scalp waveform produced by a large population of synchronized postsynaptic currents. Same word, different phenomenon, three orders of magnitude apart in duration, and it is the slow one you can actually record.

Bioelectric Batteries: From Ion Flow to Waveform

Biophysics

Start with the extracellular space, because that is where the EEG electrode listens. A sink is a membrane region where conventional positive current enters the neuron. Removing positive charge makes the nearby extracellular space relatively negative. A source is the return-current region, where positive current leaves the cell and the extracellular space becomes relatively positive.

Pyramidal cells are aligned perpendicular to the cortical surface. When many of them activate together, the sink and source fields add as an open field. Move the synaptic current from the apical dendrites to the soma and the dipole flips, even though the cellular event can still be excitatory.

Interactive current field

Move the synapse, then follow the charge

Animated synaptic current and scalp polarity An ion flow animation shows how a membrane current creates an extracellular sink or source, how moving the synapse from the apical dendrite to the soma reverses the simplified radial scalp field, and which way the electrode deflects. scalp electrode + active synapse sink: negative return source: positive what this electrode writes negative displayed up
Na+ enters at an apical EPSP. The extracellular space loses positive charge and becomes a superficial sink. Return current leaves near the soma, completing the dipole.
At the synapseNegative extracellular sink
Directly aboveRelative negativity
DisplayUpward deflection

Why the IPSP uses chloride: GABAA commonly permits Cl influx, making the extracellular region relatively positive. GABAB can instead produce K+ efflux. Both are inhibitory, which is why waveform polarity alone does not identify the neurotransmitter.

Apical EPSPsuperficial sinknegative, displayed up
Deep EPSPdeep sinksurface positive, displayed down
Apical IPSPsuperficial sourcepositive, displayed down
Deep IPSPdeep sourcesurface negative, displayed up

Keep the order straight: identify where current crosses the membrane, decide whether the nearby extracellular space is a sink or source, determine the dipole orientation, and only then predict the scalp polarity. Clinical EEG displays relative negativity upward.

Quick check Positive current enters a superficial apical dendrite during an EPSP. What does the nearby extracellular electrode sample?

Dipole Orientation: Why the Maximum Is Not Always Over the Source

Physics

Pyramidal cells stand perpendicular to the cortical surface, and the cortex is folded, so the fold decides which way the dipole points. A cell on a gyral crown points its dipole up at the scalp. A cell on a sulcal wall points sideways. That single geometric fact decides whether the electrode showing the biggest deflection is over the generator or not.

Where the cell sits. Every pyramidal cell stands perpendicular to the surface, so walking the crown round into the sulcus rotates its dipole through exactly the angle set above. The slider is not a separate control, it is a position on this fold.
Strong directly overhead 100% model-normalized: −100 µV
What the scalp records. The same dipole, read along a row of electrodes.
Signal directly overhead
Maximum lands

The number that matters: in this simplified model, at a fully tangential source the potential directly above the generator approaches zero, and the two largest deflections sit either side of it with opposite signs. So a sulcal spike is not faint; it is well formed and pointing at the wrong place. Real head geometry is less idealized, but the localization warning remains: both lobes may be real while neither maximum sits directly over the source.

Why deep sources hide

This is also why deep and sulcal sources need far more cortex firing together to be readable at all: a radial crown aims its whole field at the electrode, while a sulcal wall spends most of its field sideways and much of the rest cancelling against the opposite wall of the same sulcus.

Where this shows up: it is the reason MEG and EEG are complementary rather than redundant; MEG is most sensitive to exactly the tangential sources EEG localizes worst, while EEG reads radial crowns best. It is also why a spike that looks frontal on one montage may need re-reading on another before you believe where it is.

Once the field reaches the scalp, the next task is naming the electrode sites that sample it.