EEG Cat Ears (2018)
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Not everyone can do that though. My wife can easily twitch her ears by just thinking about it, I cannot no matter how hard I try - it's just like there is no nerve link to whatever is there.
I'd say a bit like raising my eyebrows, but the "tension" is behind the ears.
For me the tension is pretty far back, basically halfway to the back of my head on either side, and covers a vaguely oblong patch that is about 1.5 square inches.
Honestly it's not some major movement and I only have 1 degree of motion properly under control - I'm sure there's more that I can't. It's not a very significant thing irl.
Then again, maybe it gets easier with other muscles as you practice and master more things - could it help overall coordination, maybe improve typing speed or balance?
Unsurprisingly, hands are very popular.
Other things like proprioception of our backs and general posture can go unnoticed even as adults. I.e. it takes careful focus and training to [re]learn how and what to move.
Such abilities are latent in all of us, differences in brain function that paralyze or confuse any part of the body are very rare.
You, too, can pull off an arched eyebrow like The Rock, do ear wiggles, crazy eye rolls, and more. Getting good at it seems to be a matter of methodical practice.
Yes, but I can practice moving my eyebrows to achieve mastery, because I know how to move them at least a little bit. With my ears, I literally cannot - no matter how hard I think about it or how much I strain, they just won't move. So how can you practice something that you cannot do at all? Just "try harder"? I feel like that's like telling someone with no legs to practice walking.
Or maybe there's a genetic component, like tongue rolling. The nerves and muscles are there, no sensation seems to be lost, they're just arranged a bit different.
Kinda cool how something trivial can go into these weird rabbit holes, anyway.
Something with two electrodes behind ears (or wherever the muscles responsible for moving ears are) could be even used as a tool to train to move your (human) ears.
Blink detection at least is pretty robust when I've played with it.
Muse is more or less couple of neurosky's glued together. With multiple sensors you can at least get to know which eye blinked, extract stuff like raised eyebrows and such. But dry electrodes on the forehead will never really give any good EEG results.
There was a paper when somebody managed to get P300 working with neurosky, but they needed to average something like a 1000 trials. This is tens of minutes of looking at a flashing screen.
It seems to use a type of camera to measure movement in the ear.
Mux that in with the neural input.
What's the state of EEG these days?
Last I interacted with one of these systems it seemed more like confimation bias from noise.
Had a buddy who bought a "high end" headset, shaved his head to "improve the signal", and it appeared for all intents and purposes that it was mostly only reading concusive activity. He would "show me it's working" by tapping on the exterior of the sensors to get it to display a spike.
Conceptually these systems "make sense" to me, ie. the brain uses electromagnetism to function so one should be able to sense/manipulate those vectors, but an FMRI is MASSIVE and requires a 1-3 Tesla electromagnet to get its fidelity, and even then is only measuring blood flow and correlating that to brain activity.
So what's the hope that a tiny sensor resting on your skin will actually correspond to anything happening inside the brain?
I mean, would you doubt that a stethescope can work, because it's so much smaller than an MRI? No, that would be ridculous. Same with your comparison vs EEGs.
Just read the WP articles on MRIs and EEGs. You'll understand it.
> They have nothing whatsoever to do with each otyer, in terms of why they work.
I thought my comment made my knowledge of this explicit? Also I was referring to FMRI.
>> and even then is only measuring blood flow and correlating that to brain activity.
My question is about resolution. FMRIs are our best tools in terms of brain activity when concerned about resolution.
A stethoscope can indirectly tell you if you have fluid in your lungs, but "where" or "why" are far beyond the scope of a stethoscope.
A direct comparison would be:
stethoscope : is water in lungs? :: EEG : is brain in skull?
One seems useful; the other, self-evident.So, EEG, is it /still/ confirmation bias in its ability to read/interpret signals in the brain?
Or has there been an appreciable development in EEG's abilities/resolution/functionality?
And yes I DID just refresh myself on those WP articles I mentioned :-) and they seemed pretty well written, to me.
I also owned a NeuroSky a while back, and IMHO it was not very useful... But that's because it was a toy, not a medical device. Same underlying measurement principles, but very different in terms of actual operation.
One of the main differences is that medical devices are always attached to bare skin with conductive gel applied under the sensor. Also, medical devices have more sensors. This vastly improves the signal quality, as compared to the toy devices.
In research work, medical EEGs have been successfully controlling computers for several decades, long before NeuroSky or the Necomini ears came to market.
Tl;Dr, you don't need an FMRI to control a computer... EEGs work fine, but none of the existing EEG toys have been particularly well designed in that regard.
In fact, I'd say that there is no overall "best" tool.
fMRI has the best (non-invasive) spatial resolution, but since it relies on blood flow, the temporal resolution is sluggish.
EEG has great temporal resolution, but even with fancy source-reconstruction techniques, the spatial resolution is very poor. It's certainly useful for some things, especially those related to global "state" factors. It's also very portable--if you can control EMI and movement artifacts.
MEG is something of dark horse: very good temporal resolution, and the spatial resolution often good--mostly. Since it relies on detecting magnetic fields, it cannot detect neural (electrical) activity that is radial to it. The other big drawback is that it required a large and expensive system with cryogenically-cooled superconducting detectors. However, the newer OPM detectors are cheaper and work at room temp, so more real-world things are possible.
fNIRS, PAT, and ultrasound seem like they might be good in some applications too.
Will you get that nice FMRI resolution? Absolutely not. But the effects you do get are fascinating, and super weird.
Now that's the EEG I've seen in labs. Not sure if there is a similarly good commercial offering.
There's MEG which tries to do the same thing but using magnetic detectors instead of scalp electrodes, but those systems are large and unwieldy
In surgery, they do intracranial subdural electrodes which give you better cortical LFP because the electrodes are almost directly on top of the brain and not having to measure through bone.
Then there are the single unit electrodes or things like the Black Rock systems Utah array where thin probes penetrate the brain into deeper structures but obviously have much more special circumstances where they are able to be used.
The state of BCI is improving, but one of the challenges is for many of the things we'd want to do, you need electrodes placed in areas that have hair. There are flexible sensors that can find their way through hair, but as somebody with thick curly hair, they are not fit for everyone yet. Then there is movement that also needs to be considered for many of these devices.
This is why something like Muse headband used for meditation is a good starting point. You are placing the electrodes on areas that don't have hair, and the use case is while being still, so you have consistent contact without movement.
At my start-up (https://soundmind.co) we're using forehead mounted electrodes which measure your brain waves during sleep, and we use sound to improve sleep performance. So like Muse (which you can also use during sleep, but does not yet provide stim), we benefit from measuring very small signals when you are mostly still.
I think if we were walking down the street with our headband trying to control cat ears, you'd get lots of EEG artifacts due to movement of the electrodes.
My 2 cents.
https://youtu.be/fOrqZjvQ0JQ?t=527
Amazing work building your own btw!
Good idea, but too bulky. It needed cosplay big hair to hide the machinery. The big head-mounted box is mostly the 4 AAA batteries. If someone revives this, the mechanism needs to be about half the size and better fitted to a head.
The Nekomimi people also came out with a powered cat tail, but that was a total flop.
I have a few of their headsets and I can never bring myself to get around to doing much with them.
I should pull them out and give this a shot!
> I began by looking at the youtube concept video for the necomimi brainwave-controlled ears. My intent wasn't to copy their implementation, but I was curious what kind of motion they had decided on.
The same company also made a tail, but I didn't have a chance to test it nor did I buy it.
We had some neko-mimi's a few years ago but the ear clip broke very quickly.
Hoping for a v2 but couldn't find one.