The Live Lab

Every model. Every real recording. One bench.

An unstructured sandbox for the eight interactive tools used throughout the course. Nothing here is pre-rendered — the recordings are real microvolts and the models are integrated live in your browser.

REAL EMG DATA

Real EMG bench

Three real needle recordings — scroll, zoom, measure, and listen.

loading real recording…
PAUSED
Recording
Sensitivity
Timebase (ms/div)
Peak-to-peak
0.00mV
RMS
0µV
Turns / window
0
Window
1.0 s
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Healthy control: Crisp tri/biphasic MUAPs around 0.5–1 mV that recruit smoothly as effort rises.

44 y/o male · Tibialis anterior · concentric needle · No history of neuromuscular disease. Real recording · 4 kHz.

REAL EMG DATA

Side-by-side comparison

Healthy, myopathic, and neuropathic recordings on one screen.

Timebase
ms/div
Healthy control

Crisp tri/biphasic MUAPs around 0.5–1 mV that recruit smoothly as effort rises.

Myopathy

Small, short-duration, often polyphasic units; a dense (early/full) recruitment pattern at low force.

Neuropathy

Giant, long-duration MUAPs (>3 mV) from collateral reinnervation; reduced recruitment with rapid firing.

FeatureHealthyMyopathicNeuropathic
MUAP amplitudeNormal (0.5–1 mV)Low (small units)High (giant units)
MUAP durationNormalShortLong
RecruitmentNormalEarly / fullReduced
Firing rate at low forceLowLow (many units)High (few units)
Polyphasia<15%IncreasedIncreased
LIVE MODEL

Action potential (Hodgkin–Huxley)

Inject current and watch the conductances drive an all-or-none spike.

Vₘ now
-65mV
Last peak
-65mV
Fired?
Firing rate
0Hz
LIVE MODEL

Motor unit recruitment

Drive effort; compare normal, neurogenic, and myopathic patterns.

motor unit pool — small → large (lit = recruited)
Units active
5/18
Mean firing rate
11Hz
Recruitment ratio
2.2
Pattern
Normal

Orderly small-to-large recruitment with balanced rate coding — a normal interference pattern.

LIVE MODEL

Nerve conduction lab

Measure latency and conduction velocity with draggable calipers.

Drag calipers A and B onto the two onsets to measure conduction velocity across the forearm segment.

Median motor study · record APB
Distal latency
3.4ms
CMAP amplitude
9.0mV
Measured CV (A→B)
50m/s
Prox/dist amp
95%
Normal. Normal distal latency, conduction velocity, and amplitude with negligible drop on proximal stimulation.
LIVE MODEL

Repetitive nerve stimulation

Produce the decrement of myasthenia and the increment of LEMS.

Disorder
1st CMAP
1.00rel
Decrement
−30%
Increment
0%
Safety factor
Low

Postsynaptic block (too few ACh receptors): the normal run-down of ACh release at 3 Hz drops some endplates below threshold → decrement, worst at the 4th–5th response.

REAL EMG DATA

Filter bench

Distort a real recording with high-pass, low-pass, and notch filters.

Bandpass
20–1000Hz
Pp · original
0.00mV
Pp · filtered
0.00mV
Amplitude lost
0%

Raise the high-pass filter and the slow components of each potential vanish — amplitude falls and the waveform narrows, which can shorten apparent duration. Lower the low-pass filter and fast spikes are rounded off, reducing amplitude and adding latency. The 60 Hz notch removes line noise but carves a hole in the physiologic signal that lives there too.

LIVE MODEL

Waveform challenge

Classify blinded real recordings and test the framework.

Question 1 / 7Score 0

Blinded real recording — classify the pattern.

Real recording · 1 mV/div · 100 ms/div · identity hidden.