Electrodermal activity is generated by the sweat glands on a microscopic level, and tends to increase with emotional and physical stimuli.
Spikes in EDA have been shown to be correlated with convulsive seizures. Therefore, using EDA in our event detection algorithm, can make it more accurate and decrease false alarms.
What affects EDA?
Several components can result in elevated EDA, such as sports, excitement, and stress. In addition, your own individual biochemical levels also play a role. EDA can also fluctuate based on daily water intake and with certain medications. The measurements of EDA can be affected by skin hydration and where the sensors are placed. For a more in-depth explanation of EDA, you can check out our website.
How does Embrace measure EDA?
Our Nerves transmit signals from the brain to the body. Because they lie directly under the skin, we can observe increases in the stress response by monitoring subtle electrical changes across the surface of the skin.
What role does EDA play in Empatica’s detection algorithm?
EDA is part of our algorithm but does not take precedence over other factors, given its susceptibility to variation. We’re analyzing characteristic EDA signatures during seizures so we can decrease the number of false alarms and refine Embrace’s algorithm.