Optical signals. Open knowledge.

Learn PPG.
Build with signals.

Green light · 530 nm

How light reveals
your pulse.

Each heartbeat changes blood volume in the tissue. A sensor detects the resulting changes in light.

PPG PULSEAC · INVERTED
RELATIVE INTENSITY4 s →

Blood cellsPhoton packetsIllustrative · not to scale · synthetic signal

01 / THE WORKFLOW

Learn. Analyze. Build.

From first principles to your next experiment.

Ink-and-watercolor cutaway of skin: a light emitter and detector sit on the same surface, above an avascular epidermis, vascular dermis, and subcutaneous fat. Green, red, and violet schematic paths return through tissue to the detector.
530 nm · Green660 nm · Red940 nm · IR*

*Infrared is invisible; violet is false color. Conceptual paths, not to scale. Sampling depths overlap and vary with tissue and sensor geometry.

FIELD NOTES / 001

More than
skin deep.

Light scatters. Blood absorbs. A detector catches a small part of the returning light—and its subtle changes with each pulse.

Explore the anatomy behind the waveform, from the blood-free epidermis to the vessels beneath it.

Read the PPG primer

02 / FROM THE LIBRARY

Go deeper into the evidence.

Visit the library

03 / THE RESEARCH ATLAS

The building blocks
of biosignal research.

Find foundation models, explore the datasets behind them, and follow the papers back to their sources. A connected view of a growing field.

Explore the research atlas

Stay curious.
Read the evidence.

PPG measures changes in light interacting with tissue. What we infer from it depends on the sensor, the person, and the conditions. Our guides help you explore those connections. Follow the original sources, read results in context, and treat simulations as teaching tools. About the library ↗