Chad C Williams

EEG Researchers: have you ever wanted to increase your sample size without collecting more data? EEG-GAN is our new toolbox that augments EEG data to improve classification performance, even with small sample sizes! Now published #CogSci2023 w/ @smusslick @wirzbergerm 👇👇👇

Bonus: For you visualization nerds like myself, check out our INTERACTIVE FIGURE! autoresearch.github.io/EEG-GAN/Resear…

You can also get a sneak peak of the preliminary results of our next manuscript, 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘌𝘌𝘎 𝘋𝘢𝘵𝘢 𝘊𝘭𝘢𝘴𝘴𝘪𝘧𝘪𝘤𝘢𝘵𝘪𝘰𝘯 𝘈𝘤𝘳𝘰𝘴𝘴 𝘋𝘪𝘷𝘦𝘳𝘴𝘦 𝘊𝘰𝘯𝘵𝘦𝘹𝘵𝘴 𝘜𝘴𝘪𝘯𝘨 𝘎𝘦𝘯𝘦𝘳𝘢𝘵𝘪𝘷𝘦 𝘈𝘥𝘷𝘦𝘳𝘴𝘢𝘳𝘪𝘢𝘭 𝘕𝘦𝘵𝘸𝘰𝘳𝘬𝘴, in research tab!

𝐖𝐞 𝐚𝐫𝐞 𝐯𝐞𝐫𝐲 𝐞𝐱𝐜𝐢𝐭𝐞𝐝 𝐭𝐨 𝐡𝐚𝐯𝐞 𝐫𝐞𝐥𝐞𝐚𝐬𝐞𝐝 𝐄𝐄𝐆-𝐆𝐀𝐍 𝐯𝟐.𝟎! EEG-GAN is an open source Python package that uses AI (GANs) to augment training sets, and has shown 𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐢𝐧𝐜𝐫𝐞𝐚𝐬𝐞𝐬 𝐨𝐟 𝐮𝐩 𝐭𝐨 𝟏𝟔%! autoresearch.github.io/EEG-GAN/

CONCLUSION Thank you for reading! Please feel free to use this thread as a Q&A or to post any opportunities that I may be interested in! Please note that I am looking for remote or local positions only at this point. Contact me here or on my website, chadcwilliams.com.

SKILLS (2/2) Biometric Devices: Electroencephalography (EEG), eye-tracking, electrocardiogram (ECG), heart-rate monitor, respiratory rate, blood pressure Professional Writing: Academic manuscripts, industrial research reports, ethics applications, grant applications

I am looking for the next step of my career and wanted to reach out! I am a neuroscientist and software developer with a PhD in neuroscience. You can find my CV, Resume, Research, and Teaching Dossier here: chadcwilliams.com. Highlights in thread👇👇👇 @AcademicChatter

Thanks @CarneyInstitute for having me! Always a pleasure to talk about our lab’s work and especially excited to see the results from the 2024 Brainstorm Challenge! 🧠 (more details about the challenge below!)

@rikepetzschner @SOMA_the_App @PeacLab Amazing!! Congratulations!

So thrilled we were funded! Hugh shoutout to my whole team @SOMA_the_App and @PeacLab. Love this journey with all of you!

@castillo__io If I had to choose, then healthy mind, healthy habits (relax -> productive)

@WilliamsNeuro Is there one that is more predominant?

Which one do you identify with the most? Your vote will help us make our product better 🙏🏽

Still interested in using our toolbox?? Well - we have teamed up with @superbioai to make it even easier to use with a GUI! Now, just a few clicks to train your EEG-GAN! We are working on EEG-GAN v2.0, so let us know what you'd like to see next! app.superbio.ai/apps/275?id=64…

@HamidRouzbahani @NeuroVadim @smusslick @wirzbergerm Not yet, but we are working on that now!

@WilliamsNeuro @NeuroVadim @smusslick @wirzbergerm Great work. Have you compared the results with a simple interpolation algorithm?

EEG Researchers: have you ever wanted to increase your sample size without collecting more data? EEG-GAN is our new toolbox that augments EEG data to improve classification performance, even with small sample sizes! Now published #CogSci2023 w/ @smusslick @wirzbergerm 👇👇👇