It's Happening: Computers Can Now Visually Reconstruct Your Thoughts


Sat, Sep 24th, 2011 21:00 by capnasty NEWS

This is as insane as it is cool. According to this article on NPR, researchers at Berkeley were able to monitor the minds of subjects while they watched various videos. The system was then able to reconstruct what the subject had been watching by putting together a new video made from pieces of YouTube videos. In other words: "this breakthrough paves the way for reproducing the movies inside our heads that no one else sees, such as dreams and memories."

This YouTube video shows how it works:

And this article on the UC Berkeley's Newscenter explains how the system works in greater detail:

Nishimoto and two other research team members served as subjects for the experiment, because the procedure requires volunteers to remain still inside the MRI scanner for hours at a time.

They watched two separate sets of Hollywood movie trailers, while fMRI was used to measure blood flow through the visual cortex, the part of the brain that processes visual information. On the computer, the brain was divided into small, three-dimensional cubes known as volumetric pixels, or "voxels."

"We built a model for each voxel that describes how shape and motion information in the movie is mapped into brain activity," Nishimoto said.

The brain activity recorded while subjects viewed the first set of clips was fed into a computer program that learned, second by second, to associate visual patterns in the movie with the corresponding brain activity.

Brain activity evoked by the second set of clips was used to test the movie reconstruction algorithm. This was done by feeding 18 million seconds of random YouTube videos into the computer program so that it could predict the brain activity that each film clip would most likely evoke in each subject.

Finally, the 100 clips that the computer program decided were most similar to the clip that the subject had probably seen were merged to produce a blurry yet continuous reconstruction of the original movie.



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