Current:Home > InvestIndexbit Exchange:A decoder that uses brain scans to know what you mean — mostly -SummitInvest
Indexbit Exchange:A decoder that uses brain scans to know what you mean — mostly
Poinbank Exchange View
Date:2025-04-09 09:31:45
Scientists have Indexbit Exchangefound a way to decode a stream of words in the brain using MRI scans and artificial intelligence.
The system reconstructs the gist of what a person hears or imagines, rather than trying to replicate each word, a team reports in the journal Nature Neuroscience.
"It's getting at the ideas behind the words, the semantics, the meaning," says Alexander Huth, an author of the study and an assistant professor of neuroscience and computer science at The University of Texas at Austin.
This technology can't read minds, though. It only works when a participant is actively cooperating with scientists.
Still, systems that decode language could someday help people who are unable to speak because of a brain injury or disease. They also are helping scientists understand how the brain processes words and thoughts.
Previous efforts to decode language have relied on sensors placed directly on the surface of the brain. The sensors detect signals in areas involved in articulating words.
But the Texas team's approach is an attempt to "decode more freeform thought," says Marcel Just, a professor of psychology at Carnegie Mellon University who was not involved in the new research.
That could mean it has applications beyond communication, he says.
"One of the biggest scientific medical challenges is understanding mental illness, which is a brain dysfunction ultimately," Just says. "I think that this general kind of approach is going to solve that puzzle someday."
Podcasts in the MRI
The new study came about as part of an effort to understand how the brain processes language.
Researchers had three people spend up to 16 hours each in a functional MRI scanner, which detects signs of activity across the brain.
Participants wore headphones that streamed audio from podcasts. "For the most part, they just lay there and listened to stories from The Moth Radio Hour, Huth says.
Those streams of words produced activity all over the brain, not just in areas associated with speech and language.
"It turns out that a huge amount of the brain is doing something," Huth says. "So areas that we use for navigation, areas that we use for doing mental math, areas that we use for processing what things feel like to touch."
After participants listened to hours of stories in the scanner, the MRI data was sent to a computer. It learned to match specific patterns of brain activity with certain streams of words.
Next, the team had participants listen to new stories in the scanner. Then the computer attempted to reconstruct these stories from each participant's brain activity.
The system got a lot of help constructing intelligible sentences from artificial intelligence: an early version of the famous natural language processing program ChatGPT.
What emerged from the system was a paraphrased version of what a participant heard.
So if a participant heard the phrase, "I didn't even have my driver's license yet," the decoded version might be, "she hadn't even learned to drive yet," Huth says. In many cases, he says, the decoded version contained errors.
In another experiment, the system was able to paraphrase words a person just imagined saying.
In a third experiment, participants watched videos that told a story without using words.
"We didn't tell the subjects to try to describe what's happening," Huth says. "And yet what we got was this kind of language description of what's going on in the video."
A noninvasive window on language
The MRI approach is currently slower and less accurate than an experimental communication system being developed for paralyzed people by a team led by Dr. Edward Chang at the University of California, San Francisco.
"People get a sheet of electrical sensors implanted directly on the surface of the brain," says David Moses, a researcher in Chang's lab. "That records brain activity really close to the source."
The sensors detect activity in brain areas that usually give speech commands. At least one person has been able to use the system to accurately generate 15 words a minute using only his thoughts.
But with an MRI-based system, "No one has to get surgery," Moses says.
Neither approach can be used to read a person's thoughts without their cooperation. In the Texas study, people were able to defeat the system just by telling themselves a different story.
But future versions could raise ethical questions .
"This is very exciting, but it's also a little scary, Huth says. "What if you can read out the word that somebody is just thinking in their head? That's potentially a harmful thing."
Moses agrees.
"This is all about the user having a new way of communicating, a new tool that is totally in their control," he says. "That is the goal and we have to make sure that stays the goal."
veryGood! (458)
Related
- B.A. Parker is learning the banjo
- New COVID vaccines OK'd by FDA, escaped convict search: 5 Things podcast
- 6 protesters arrested as onshore testing work for New Jersey wind farm begins
- What’s ahead now that Republicans are opening an impeachment inquiry into President Joe Biden
- Juan Soto to be introduced by Mets at Citi Field after striking record $765 million, 15
- Over 3 years after it was stolen, a van Gogh painting is recovered but with some damage
- Imprisoned Iranian activist hospitalized as hunger strike reaches 13th day
- University of Alabama condemns racist, homophobic slurs hurled at football game
- B.A. Parker is learning the banjo
- Rep. Barbara Lee says California Gov. Gavin Newsom's plan for Senate seat is insulting
Ranking
- EU countries double down on a halt to Syrian asylum claims but will not yet send people back
- U.S. sets record for billion-dollar weather and climate disasters in 2023
- Grimes Says Clueless Elon Musk Sent Around Photo of Her Having C-Section With Son X
- Supporters of Native activist Leonard Peltier hold White House rally, urging Biden to grant clemency
- DeepSeek: Did a little known Chinese startup cause a 'Sputnik moment' for AI?
- College football bowl projections: How Texas Longhorns may be back and make playoff field
- With European countries hungry for workers, more Ukrainians are choosing Germany over Poland
- UAW workers could begin striking this week. Here's what we know about negotiations.
Recommendation
Toyota to invest $922 million to build a new paint facility at its Kentucky complex
Virginia election candidate responds after leak of tapes showing her performing sex acts with husband: It won't silence me
Federal judge dismisses racial discrimination lawsuit filed by former Wilmington police officer
Chanel West Coast Teases Crazy New Show 5 Months After Ridiculousness Exit
Apple iOS 18.2: What to know about top features, including Genmoji, AI updates
2023 MTV VMAs: See All the Stars Arrive on the Red Carpet
Elderly man, 74, pushed onto NYC subway tracks in unprovoked attack: Police
The 2023 MTV VMAs are here: How to watch, who is performing and more