Measuring Brainwaves to Map the Stress Level of Bike Routes

Anyone who uses a bike to navigate their city knows that every ride has stretches that are much more stressful than others. A new project collects data from brainwaves to map the stress levels of bikers in New York City.

1 minute read

February 8, 2015, 9:00 AM PST

By James Brasuell @CasualBrasuell


Alex Davies writes about the MindRider Map, "which is created by deploying cyclists wearing a helmet that measures their brainwaves." The resulting map provides information on "like which route would be the most relaxing, and which the most demanding of your attention."

MindRider is the work of Arlene Ducao, who developed the technology behind the idea while a graduate student at MIT.

"The setup is simple: An off-the-shelf EEG brainwave sensor made by NeuroSky is built into a standard helmet. To make the map, eight riders spent September and October riding most of Manhattan (favoring north-south thoroughfares over east-west cross streets). Every second, the EEG sensor sends, via Bluetooth, data on the rider’s level of focus. Attention level rises when the user focuses on one thing (say, a car about to swerve into the bike lane), and decreases when they’re less focused."

The article goes on to detail some of the caveats related to the data collected conducted so far—like skewed perspectives generated by a limited pool of riders and the limitations of the off-the-shelf EEG sensor. But the potential of this kind of information, and this kind of research, is also tremendous for informing planners looking to improve bike infrastructure as well as bikers planner for the least stressful route.

Friday, January 30, 2015 in Wired

"Planetizen federal action tracker" logo superimposed over black and white image of US Capitol dome.

Planetizen Federal Action Tracker

A weekly monitor of how Trump’s orders and actions are impacting planners and planning in America.

October 28, 2026 - Zachary Whalen

A car drives through a puddle, making a large splash. Rain pours down.

California plans to bury El Niño’s downpour

If the state plays its cards right, it may be able to store a billion acre-feet of El Niño’s water in aquifers.

October 28, 2026 - Grist

Lake Powell with much of the water evaporated.

Desperate measures: Advocates weigh draining Lake Powell to fill Colorado River

Draining the reservoir could reduce evaporation losses by a couple hundred thousand acre-feet.

October 30, 2026 - Yale Environment 360

: Construction of massive Samsung semiconductor fabrication plant

In Texas, data centers are swallowing promised parkland

Residents who moved to Taylor, Texas for a rural community now have to contend with three data centers in their backyard.

November 3 - Inside Climate News

A construction crew working on SunZia.

How a Chicago-sized wind farm beat the odds and powered on

The project spanned five presidential administrations and a standoff with a U.S. military base.

November 3 - Grist

A rendering of the basketball court, a green court under a blue sky.

MTA gives itself 30 days to transform pit into basketball court

The site has been under construction since 2022; the city originally estimated it would finish the court in 2024.

November 3 - Gothamist