Thursday, August 19, 2021

Mind-Reading Technology

Scientists from the University of California, San Francisco have developed a computer program to translate the brain waves of a 36-year-old paralyzed man into text:

Scientists Translate Brain Waves

They implanted an array of electrodes into the sensorimotor cortex of the subject's brain and "used 'deep-learning algorithms' to train computer models to recognize and classify words from patterns in the participant’s brain activity." The training process consisted of showing words on a screen and having the man think about saying them, going through the mental activity of trying to say the words, which he'd lost the physical ability to do. Once the algorithm had learned to match brain patterns to particular words, the subject could produce text by thinking of sentences that included words from the program's vocabulary. Using this technology, he could generate language at a rate of about fifteen words per minute (although not error-free) as opposed to only five words per minute while operating a computer typing program with movements of his head.

Training the program to this point wasn't easy, apparently. The course took 48 sessions over a period of 81 weeks. Still, it's the closest thing to "mind-reading" we have so far, a significant advance over techniques that let a patient control a prosthetic limb by thought alone. According to Dr. Lee H. Schwamm, an officer of the American Stroke Association, “This study represents a transformational breakthrough in the field of brain-computer interfaces."

Here's an article about an earlier experiment in which a paralyzed man learned to produce sentences with "a computer system that turns imagined handwriting into words" at a rate of 18 words per minute.

Mindwriting Brain Computer

The hardware consists of "small, implantable computer chips that read electrical activity straight from the brain." The subject imagined writing letters in longhand, mentally going through the motions. At the same time, the scientists "recorded activity from the brain region that would have controlled his movements." The collected recordings were used to train the AI to translate the man's "mindwriting" into words on a screen. Eventually the algorithm achieved a level of 94.1% accuracy—with the aid of autocorrect, 99%.

While those programs are far from literal telepathy, the ability to read any thoughts that rise to the surface of a subject's mind, they still constitute an amazing advance. As long as such technology requires hardware implanted in an individual's brain, however, we won't have to worry about our computer overlords randomly reading our minds.

Margaret L. Carter

Carter's Crypt

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