AI BrainWave Decoding demo (ChatGPT4 with Muse EEG)

In this video, Dr. Cody uses ChatGPT4.0 to analyze Muse headband EEG data
►►►Muse Headband 15% Dr. Cody Discount (applied at checkout): choosemuse.com/codyrallmd
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►►►Mendi Affiliate Link (free shipping, 20% off, applied at checkout with code “mendiwithdrcody”): www.mendi.io/?discount=mendiw...
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►►►Sens.ai: Enter “drcody” at checkout for a $100 discount www.sens.ai
►►►Neurosity Affiliate link (free shipping auto-applied at checkout) neurosity.co/drcody
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►►► INSTAGRAM (Behind The Scenes with Cody Rall MD): / codyrall_techforpsych
Cody Rall, M.D., is a United States Navy trained Psychiatrist who specializes in neurotechnology wearables. He is a co-founder of Stanford Brainstorm, the world’s first academic laboratory dedicated to transforming brain health through entrepreneurship.
Dr. Rall also served as a board member of the psychiatry innovation lab, an annual national competition at the American Psychiatric Association that works as an incubator for groups developing technological solutions to problems in mental health care. He is the founder of Techforpsych, a media and relations company that covers advancements in technology related to neuroscience.
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**Dr. Cody is not actively taking neurofeedback clients at this time. To connect with an excellent Myndlift coach, head to this link for $60 off, just enter CODYRALL at checkout.: signup.myndlift.com/subscription.
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Episode Timestamp Notes:
ChatGPT with Muse EEG Data: 0:00-0:50
Test #1 Eyes Open VS Eyes Closed: 0:50-3:45
ChatGPT Neuroscience Capabilities : 3:45-4:46
Test #2 Meditation Data: 4:18-6:53
Test #3 Peak Alpha IQ Marker: 6:53-9:25
Accuracy Testing: 9:25-11:34
Key Take-Aways: 11:34-12:30
Building an AI Mind Reading Companion: 12:30-13:24
Edited with Gling AI: bit.ly/46bGeYv

[@CodyRallMD]

Muse Headband 15% Dr. Cody Discount (applied at checkout): choosemuse.com/codyrallmd RentMD for Muse Rentals: bit.ly/RentMDco Myndlift: Want to connect with a Neurofeedback Myndlift coach? $60 off with this link: signup.myndlift.com/subscription. Enter CODYRALL at checkout. Mendi Affiliate Link (free shipping, 20% off, applied at checkout with code “mendiwithdrcody”): www.mendi.io/?discount=mendiwithdrcody Pulsetto 10% off: Enter "Cody10" at discount checkout: pulsetto.tech/ref/Cody+Rall/ Sens.ai: Enter “drcody” at checkout for a $100 discount www.sens.ai Neurosity Affiliate link (free shipping auto-applied at checkout) neurosity.co/drcody Oura Affiliate Link: ouraring.com/codyrallmd FocusCalm $25 off: Enter "DrCody" at discount checkout: www.focuscalm.com

[@chrisbranciere2747]

Thank you. I'm considering buying Muse because of the brainwave graphs. Your eyes open alpha is between 65 - 70 dB. This is over 1 million microvolts. Are these numbers so high because the dry electrodes are picking up noise?

[@qg4091]

Super interesting use of AI! I actually used the graphs you showed when combining the Muse headband with the NeoRhythm and the conclusions were quite interesting: it seemed to conclude what you did but also that the NeoRhythm increased the variability in the brainwaves

[@UQNeuroTech]

Really cool! Especially useful for enthusiasts outside of the psychology and neuroscience disciplines to get some extra capability from their data that would be otherwise less accessible. Very keen to follow your work on the AI Mind Reading Companion tool. As a university club, real-time qualitative AI brainwave analysis would be an amazing "try-on an EEG" demo to pull off at events and inspire newcomers to the field.

[@CodyRallMD]

Agreed! Thanks for the comment and support.

[@ben.morris]

I agree Cody! Big unlock for data analysis. Pattern recognition and explanations are incredibly valuable. I’d love to see more videos of your testing and analysis of different protocols. I’d love your interpretation in a video of all the brainwaves and why we believe some are “better”. Thank you for all your NeuroTech leadership.

[@CodyRallMD]

Thanks for the suggestions Ben!

[@markae0]

It can monitor peoples mental health for an unbiased opinion if someone is manic in manic depression, or depressed, maybe. Great to do at home for a "heads up" information to the patient to do in the morning.

[@CodyRallMD]

It would be awesome if we can get to that point

[@dougbas3980]

Too early to believe results. But maybe later.

[@christianburgos7961]

Thanks for sharing Cody!

[@CodyRallMD]

Thanks for watching Christian!

[@alejandroalvarezbenitez7037]

Great video, awesome new approach.

[@CodyRallMD]

Thanks much appreciated Alejandro!

[@endorphinder]

Great info! One of your best.

[@CodyRallMD]

Thanks I really appreciate that! I am going to be doing a lot more videos like this.

[@jazzykayonbroadway]

The consistency issues (like with the peak alpha) are not comforting in the least.... But the explanations are really cool. I really could have used ChatGPT's explanations of workflow at the beginning of my PhD when I struggled with real-world signal processing. Once ChatGPT can explain math well, it's over 😂

[@CodyRallMD]

Yes I agree, glad you liked it.

[@dougbas3980]

I will be watching your progress. I have a Muse headset for stress reduction before sleeping and that works. Interested to learn more.

[@fairuzastevenson9896]

Thank you

[@nascentclouds-a.i.collecti9918]

Ok, i got chatgpt to write the python for a jupyter notebook… that seems to be the best method for exploring peak alpha with pre processing…

[@nascentclouds-a.i.collecti9918]

Chatgpt plotted my csv with python.. I noticed my usual meditation pushes up gamma on one side of my brain only… no idea what to do with that information! but was cool to see

[@CodyRallMD]

That's fascinating. Yes I am working with a dev that pulled up python to cut down on data repeats to get it to graph. Did you find the same thing?

[@DaddyDubvise]

Hi Mr. Rall...just a question : wich version of Chat GPT were you using for this test ? THX a lot for the great job your doing .

[@ronnykhalil]

woh! very interesting

[@gilrose12345]

Looks like this M.D. is perfecting cutting edge mind expanding and mind healing high tech that can be used in a clinical setting to really leverage treatment for patients in desperate need. R.D. Lang and Timothy Leary reborn.

[@CodyRallMD]

Thanks that's very nice of you to say!

[@omidkahbasi]

Hi doctor Codi. I was wondering if you can make a video about LENS ( low energy neurofeedback system) ?

[@CodyRallMD]

I will look into it!

[@omidkahbasi]

@@CodyRallMD Thank you Dr Codi. This is gonna be a big help because there are very limited information about it while 80% of people who've tired it believe it was like a miracle specially for people with mental health issues however. Sometimes things are too good to be true they might be real.

[@amandamate9117]

just try Claude models to decode the brainwaves. They should be even better then GPT-4

[@CodyRallMD]

Thanks for the tip! Is that what you have been using Amanda? For what purposes? Feel free to email me.

[@nascentclouds-a.i.collecti9918]

youve inspired me to add peak alpha measurements to my apple health… maybe a custom GPT? Or get chatgpt to write an app?

[@CodyRallMD]

Yes that would be a great thing to create

[@Zr0din]

Can the AI tell if you are using assistance? Like a drug or when you are asleep or when you are using a NeoRhythm? You just proved it can tell the difference between states from the chart data, but can it ID how they are different and why?

[@mvuto137]

I have the Muse headset and would love to have software that's monitoring me throughout my workday. I'm a software developer and as most of my work is project based, I'm not necessarily tied to a 9to5, but more of a login/logout within reason as long as you meet your deadlines. So, I would love to wear the Muse when I WFH and feed it to ChatGPT or other LLM (local would be great) where it can monitor my brain realtime and chime in via my PC speakers and say... "ok, you're not really in the right frame of mind for this right now" Take a break. A local LLM would be best, so I can have it look at my screen without worrying about exposing my work data to Sam Altman or the Zuck. Is this doable with where we are today?

[@Mike-VR]

Is a "Navy trained psychiatrist" different to a civilian trained psychiatrist?

[@CodyRallMD]

No not really. Same training. Probably more exposure to PTSD, TBI and brain imaging techniques in war veterans than most training programs though.

[@ILLRICARDO]

Can the muse 2 and mendi headband be carried in checked in luggage?

[@CodyRallMD]

Yes

[@nascentclouds-a.i.collecti9918]

I just uploaded the csv file to chatgpt and it makes whatever graph i ask for… I just got my muse yesterday and was too lazy to use excel to create the graph…

[@CodyRallMD]

Yes I found that the token limitations were the main issue later

[@josephsiradanai3925]

I have problem with charging the Muse headband. It doesn’t charge battery anymore

[@karamminhas2542]

Too old probably. After few years batteries are not good enough.

[@juergenlilien2067]

With some technical skill and the right equipment, it is possible to open the Muse device and replace the lithium battery. There are older videos available on KZbin that demonstrate this process, at least for the Muse 1 headband.

[@LStargate]

but what about neurolink?

[@CodyRallMD]

Better to do wearables in most use-cases if we can!

[@LStargate]

@@CodyRallMD TY, big fan of the channel and your work. But isn't it like comparing old Nokia to to new iphone? However if they release some of their data from inside the head, wouldn't it help improve analysing non invasive EEG data?

[@CodyRallMD]

Yes it could benefit in both directions

[@xena8_8]

Wait did you upload the two images with the labels "EEG Graph with Eyes Closed/Open"? Because that would be cheating

[@CodyRallMD]

No I specifically said in the video that ChatGPT created those graphs and added those labels on its own. The labels were not there originally.

[@Zr0din]

Dang, said one bad thing about apple and suddenly your video goes to private?

[@CodyRallMD]

The video was performing badly so I wanted to re-do the thumbnail today to give it a better chance. It will re-release tomorrow morning.

[@ClaireandNanami]

ChatGPT is known to make mistakes, anything you get out of it, you need to verify so using your own knowledge as reference helps. AI can also hallucinate and make up stuff that is not actually true so take what it gives you with a grain of salt. ChatGPT can even citate fake resources 😂.

[@CodyRallMD]

That's good advice Claire! Do you know any other AI engines that may be more accurate?