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Semantic Decoder

All articles tagged with #semantic decoder

The Rise of AI Mind-Reading Technology.
technology2 years ago

The Rise of AI Mind-Reading Technology.

Researchers at The University of Texas at Austin have developed an artificial intelligence system called a semantic decoder that can translate a person's brain activity into a continuous stream of text while listening to a story or imagining telling a story. The system may help people who are mentally conscious yet unable to physically speak, such as those debilitated by strokes, to communicate intelligibly again. However, the system is not practical for use outside the laboratory because of its reliance on the time needed on an fMRI machine. The authors said the system could not be used on someone without them knowing and that there are ways someone can protect against having their thoughts decoded.

"AI Decodes Brain Activity to Transform Thoughts into Text"
technology2 years ago

"AI Decodes Brain Activity to Transform Thoughts into Text"

Researchers at The University of Texas at Austin have developed a non-invasive AI system called a semantic decoder that can translate a person's brain activity into a continuous stream of text. The decoder is trained by having the participant listen to hours of podcasts while in an fMRI scanner, and it can then generate text based on brain activity alone. This system could provide a new means of communication for individuals who are unable to physically speak, such as those debilitated by strokes.

Advancements in A.I. allow for passive mind-reading through text conversion.
artificial-intelligence2 years ago

Advancements in A.I. allow for passive mind-reading through text conversion.

Scientists at the University of Texas at Austin have developed a noninvasive AI system called a semantic decoder that can translate a person's brain activity into a stream of text. The system was trained using a transformer model and requires no surgical implants. It could benefit patients who have lost their ability to physically communicate. The decoder can generate a stream of text when the participant is listening to or imagines telling a new story. The researchers have filed a PCT patent application for the technology.