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  • There's an idea in science called the null hypothesis.

  • And it works like this: when you're setting out to prove a theory,

  • your default answer should be, "It's not going to work,"

  • and you've got to convince the world otherwise through clear results.

  • So in my last video, while I was trying to talk to a camera up on that zero-g flight,

  • the student researchers all through the rest of the plane,

  • who were physicists, psychologists, chemists, electrical engineers,

  • all of them were trying to disprove their null hypothesis.

  • We want to see if brain-computer interfaces can be used for very extreme situations, such as space.

  • and that zero-g or weightlessness will not really interfere with the signalling,

  • and if it does, how can we filter it out?

  • In the flights, the participants are going to play a game called "shoot-the-alien"

  • and they'll do so with their brain activity.

  • Simply put, they'll just think of movements and not actually move

  • and by thinking of that movement, they'll control a little cannon on a screen.

  • If I really move my right hand, I get a certain brain signal

  • but if I imagine moving my right hand, I get the exact same brain signal.

  • That means that I can learn a computer how to respond to those brain signals

  • even if I'm not really doing anything at all.

  • That's why it's usable for people who are actually paralysed

  • or suffer from other types of illnesses.

  • We're not actually reading someone's mind but we're measuring their brain signals.

  • We have a cap, which has 64 electrodes

  • to actually measure those brain signals through the skull,

  • and through a special gel that we put in.

  • The cap is actually quite comfortable once it's on.

  • You don't actually feel it anymore so it's just measuring there.

  • It's not going to bother them. At least we hope it's not!

  • In theory, getting a negative result is a good thing.

  • And for the BrainFly team, that would be brain activity in microgravity

  • being too different for the system to detect.

  • Now, as long as the equipment worked, that isn't a failure.

  • That just means your idea has been proven wrong.

  • That's still a step forward.

  • But, in practice, humans don't work that way.

  • It's called publication bias.

  • Negative results are less likely to be written up by scientists,

  • less likely to be published by journals

  • and less likely to make it out to the rest of the world.

  • The media doesn't care if nothing's changed.

  • Scientific institutions have limited money

  • and getting flashy, amazing results that generate lots of press coverage...

  • oh, that's good for your career.

  • So if you're putting all that time and money in,

  • there is still a stigma that, if you get a negative result, you have somehow failed.

  • We do hope to publish.

  • We hope to get, maybe at least, four papers actually,

  • because we all have different thesis subjects on it.

  • In the best case scenario, everything works perfectly.

  • The BCI's still controllable, the data's not noisy, all nine participants give perfect data.

  • That's the dream result.

  • My ideal result is actually this little tiny brain signal called a P300,

  • which is a positive peak in your electrical signal.

  • So what I think and what I hope is that microgravity,

  • the moment when you're weightless, may result in a slight cognitive enhancement.

  • So up there, in those 20 second bursts of microgravity,

  • those researchers tried to disprove their null hypothesis.

  • For BrainFly, that is: is our brain activity comparable in zero G?

  • Can you still use a brain-computer interface if you're in orbit?

  • In a few decades, could astronauts doing space walks use their minds to control equipment?

  • I'm not going to tell you.

  • You can look it up when they all publish their papers

  • because the achievement is the same, regardless of the results.

  • Science has taken one small step forward,

  • no matter whether they disprove their null hypothesis or not.

  • Nah, I'm just kidding, they got the results they wanted.

  • If you're a masters or PhD student from an ESA member state,

  • and you want to be one of the people behind me,

  • then have a look at the Fly Your Thesis program.

  • The link is in the description!

There's an idea in science called the null hypothesis.

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假設 (The Null Hypothesis)

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    林宜悉 發佈於 2021 年 01 月 14 日
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