EEG-based neurofeedback in athletes and non-athletes
PaulHoule
a day ago
39
14
https://www.mdpi.com/2306-5354/12/11/1202
Lapsaa day ago
more or less same crap is achieved via radiomyography from your local telecom towers. down to deciphering your inner monologue
LapsaLapsaa day ago
spying on Americans is illegal so Americans outsource spying of Americans to British
LapsaLapsaa day ago
Department of Defense Fiscal Year (FY) 2010 Budget Estimates May 2009, USA

``` Silent Talk (U) Silent Talk will allow user-to-user communication on the battlefield without the use of vocalized speech through analysis of neural signals. The brain generates word-specific signals prior to sending electrical impulses to the vocal cords. These signals of “intended speech” will be analyzed and translated into distinct words, allowing covert person-to-person communication. This program has three major goals: a) to attempt to identify electroencephalography patterns unique to individual words, b) ensure that those patterns are generalizable across users in order to prevent extensive device training, and c) construct a fieldable pre-prototype that would decode the signal and transmit over a limited range. ``` https://commons.wikimedia.org/wiki/File:Fiscal_Year_2010_DARPA_budget.pdf

theszLapsaa day ago
This looks no harder than to train custom Kaldi (circa 2017) phoneme model on brain waves, and using remaining Kaldi's functionality for everything else, except for text-to-speech. There was WaveNet for the TTS at that time, with sound quality that is good enough for (and can be improved by) radio transmission.

Thanks for a link!

Lapsathesz18 hours ago
point is - such tech is used right now to neutralize individuals. imagine hearing word "bread" inescapably couple hundred times a day coming from an unknown source right to your head. for months and (!) years right at the moment you are trying to conceptualize slightly harder thought than usual. everywhere you go 24/7. while there's no help from anywhere (police hasn't answered me for 2 years and counting) as the general public brushes it off as schizophrenia (it's not - voices completely stopped when the lightning storm took out the electricity) and Church paints it as the second coming of Christ (or antichrist when more suitable).
Lapsathesz18 hours ago
my mostly uneducated guess of what's going on is: radio wave gets sent, human body slightly modulates it and same signal gets received back and used to reconstruct (approximation of?) EEG from noise delta. neural models is the secret sauce that makes such signal processing possible
LapsaLapsaa day ago
The Microwave Auditory Effect James C. Lin, Ph.D. degrees in electrical engineering from the University of Washington, Seattle University of Illinois Chicago

``` The preceding sections document that an audible sound originates from within the head when human subjects are exposed to pulsed microwave radiation. The auditory detection of pulsed microwaves in laboratory animals has been confirmed both in behavioral and neurophysiological studies. The site of microwave-to-sound conversion is shown to be in the brain tissue. The primary mechanism of interaction is microwave pulse-induced thermoelastic expansion of brain matter. ```

https://ieeexplore.ieee.org/document/9366412

LapsaLapsaa day ago
Novel Muscle Sensing by Radiomyography (RMG) and Its Application to Hand Gesture Recognition Cornell University, Ithaca, NY https://pmc.ncbi.nlm.nih.gov/articles/PMC10950291/
LapsaLapsaa day ago
Neural decoding of music from the EEG, University of Essex > Using only EEG data, without participant specific fMRI-informed source analysis, we were able to identify the music a participant was listening to with a mean rank accuracy of 59.2% https://pmc.ncbi.nlm.nih.gov/articles/PMC9837107/
LapsaLapsaa day ago
Evaluation of antenna suitability for the use in radiomyography Dublin Institute of Technology, Dublin, Ireland

``` The envisioned application is radiomyography which aims to detect muscular activity by the means of electromagnetic waves coupled into the human body. The paper concludes that it is possible to detect changes in the thickness and the properties of the muscle solely by evaluating the reflection coefficient of an antenna structure. The ability to detect these changes strongly depends on the antenna type. ```

https://ieeexplore.ieee.org/document/6711930

LapsaLapsa18 hours ago
https://en.wikipedia.org/wiki/Electromyography

``` Unvoiced or silent speech recognition recognizes speech by observing the EMG activity of muscles associated with speech. It is targeted for use in noisy environments, and may be helpful for people without vocal cords, with aphasia, with dysphonia, and more. ```

radiomyography ~= form of electromyography

BriggyDwiggs42Lapsa14 hours ago
Were this the case, it would be trivial to read the internal monologue from your brain activity with a device placed on your head. Can you find me examples of medical devices that can do this?
LapsaBriggyDwiggs4211 hours ago
here's an example - you can download and run code for yourself https://github.com/CNN-for-EEG-classification/CNN-EEG
BriggyDwiggs42Lapsa3 hours ago
That’s just a library that applies a CNN to EEG, but that doesn’t show that it can actually extract text reliably. As far as I know, the machines that successfully do that use the nerve signals to vocal muscles, not the brain directly.