Scientists Create a Map of Smell Similarity Based on Neural Activity

A mathematical model untangles the complexities of comparing odor molecules

Join Our Community of Science Lovers!

It is easy to see that red is closer to pink than to blue, but odors are harder to compare: Do almonds smell more like roses or bananas? According to a “smell map” created by researchers at the Weizmann Institute of Science in Israel, almonds smell like roses—and the two scents elicit similar neural activity.

Led by neurobiologist Rafi Haddad, the team identified 40 defin­ing characteristics for odors, such as molecular shape and structure, then translated the resulting profiles of 450 scents into locations on a multidimensional map, as described in a May paper in Nature Methods. In the same way that similar colors are closer together on a rainbow, similar smells are located near one another in the 32-dimensional mathematical model. A scent’s location on the map also predicts the brain activity caused by getting a whiff: previous research in a variety of animals such as fruit flies, honey­bees, mice, rats and tadpoles showed that neighboring odors cause similar patterns of neuron activity. Based on these patterns, the researchers were able to accurately predict the neural signature of formerly untested scents.

The findings could help illuminate the laws that underlie our sense of smell, which are largely unknown and difficult to study, according to Haddad. The smell map might also aid in the study and prediction of animal behavior by illuminating which scents an animal considers good or bad.


On supporting science journalism

If you're enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.


Editor's Note: This story was originally printed with the title "Smell Similarity"

Susan Cosier is a freelance journalist focused on science and the environment. She is based in Chicago. Follow Cosier on Twitter @susancosier

More by Susan Cosier
SA Mind Vol 19 Issue 4This article was published with the title “Scientists Create a Map of Smell Similarity Based on Neural Activity” in SA Mind Vol. 19 No. 4 (), p. 11
doi:10.1038/scientificamericanmind0808-11a

It’s Time to Stand Up for Science

If you enjoyed this article, I’d like to ask for your support. Scientific American has served as an advocate for science and industry for 180 years, and right now may be the most critical moment in that two-century history.

I’ve been a Scientific American subscriber since I was 12 years old, and it helped shape the way I look at the world. SciAm always educates and delights me, and inspires a sense of awe for our vast, beautiful universe. I hope it does that for you, too.

If you subscribe to Scientific American, you help ensure that our coverage is centered on meaningful research and discovery; that we have the resources to report on the decisions that threaten labs across the U.S.; and that we support both budding and working scientists at a time when the value of science itself too often goes unrecognized.

In return, you get essential news, captivating podcasts, brilliant infographics, can't-miss newsletters, must-watch videos, challenging games, and the science world's best writing and reporting. You can even gift someone a subscription.

There has never been a more important time for us to stand up and show why science matters. I hope you’ll support us in that mission.

Thank you,

David M. Ewalt, Editor in Chief, Scientific American

Subscribe