Major Breakthrough in Direct Neural Interface
jd writes "In a major breakthrough, neurologists are reporting that they can decypher neurological impulses into speech with an 80% accuracy. A paralyzed man who is incapable of speech has electrodes implanted in his brain which detect the electrical pulses in the brain relating to speech. These signals are then fed into computers which covert these pulses into signals suitable for speech synthesis. As a biotech marvel, this is astonishing. Depending on the rate of development it is possible to imagine Professor Hawking migrating to this, as it would be immune to any further loss of body movement and would vastly accelerate his ability to talk. On the flip-side, direct brain I/O is also a major step towards William Gibson's Neuromancer and other cyberpunk dark futures."
They have hooked up to 41 neurons and:
ccalam - acoustic versions of new songs.
I'm guessing the 80% comes from the fact that this is an issue of the linear separability of signals. Its generally hard to get reliable sensitivity/specificity measures over this that anyone is going to take seriously.
Sensitivity = percentage number of correct identifications
Specificity = corresponding percentage of incorrect identifications at each measured sensitivity.
Probably they can get up to 90%, but from experience I would say the rate of false positives at this sensitivity likely is moving towards exponential increase. It's better to stop at 80%, at least when something is in the early stages.
This is just guessing of course, I have no understanding of their research, but going from my own work on non linearly separable sets, I'd say this is what's happening.
http://en.wikipedia.org/wiki/The_Diving_Bell_and_the_Butterfly
he could blink. that's it. yes or no. and with that ability, letter by letter, he wrote a book (with the help of some very patient nurses/ assistants)
it's coming out as a movie soon too i think
intellectual property law is philosophically incoherent. it is your moral duty to ignore it or sabotage it
I believe Antonio Damasio addresses this question in one of his books. Apparently, a fortunate side-effect of this condition is it impairs the part of your brain that would normally find this horrific and intolerable and leaves you with a weird sense of acceptance and well-being (IIRC). Otherwise, I guess you just blink a lot and hope they keep the feeding tube hooked up.
Innovation makes enemies of all those who prospered under the old regime... -- Machiavelli
It reads: "Dear Aunt, let's set so double the killer delete select all"
What do you want to decipher today?
For those curious, this speech prosthesis research was presented in a number of posters at the Society for Neuroscience (SfN) conference a couple weeks ago. Their six SfN posters can be found on their website here, covering topics like the circuitry they developed, Bayesian signal analysis, and so forth:
http://migrate.speechprosthesis.org/DNN2/SpeechProsthesisHome/tabid/52/Default.aspx
There's also a nice blog entry on this over at Neurophilosophy:
http://scienceblogs.com/neurophilosophy/2007/11/speech_prosthesis.php
Gibson didn't invent cyberspace. Vernor Vinge invented cyberspace (although I don't think he coined the term) in True Names.
If you haven't read it, I highly recommend it. Read True Names to get a notion of the profound visionary Vernor Vinge is. (Remember it was published in 1981).
Then read Rainbows End with your newfound respect for Vinge's powers of prognostication, and recognize that you're seeing into the near future.