Chad C Williams

Post-Doc at @BrownUniversity @CarneyInstitute. Also, a super programming & stats nerd. He/Him.

Get R Done | R Tutorials Video Series:

[Chad C Williams @WilliamsNeuro]

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

👇👇👇

[Chad C Williams @WilliamsNeuro]

Bonus: For you visualization nerds like myself, check out our INTERACTIVE FIGURE!

https://t.co/F7sRqRHG5u

[Chad C Williams @WilliamsNeuro]

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%!

https://t.co/zix9Px7h7S

[Chad C Williams @WilliamsNeuro]

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!

[Chad C Williams @WilliamsNeuro]

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, https://t.co/gjL3EAxDMC.

[Chad C Williams @WilliamsNeuro]

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: https://t.co/gjL3EAxDMC.

Highlights in thread👇👇👇

@AcademicChatter

[Chad C Williams @WilliamsNeuro]

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

[Anna Kimata @anna_kimata]

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!)

[Chad C Williams @WilliamsNeuro]

@rikepetzschner @SOMA_the_App @PeacLab Amazing!! Congratulations!

[Chad C Williams @WilliamsNeuro]

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

[Chad C Williams @WilliamsNeuro]

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!

https://t.co/0AZTMfXC1G

[Chad C Williams @WilliamsNeuro]

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

👇👇👇

[Chad C Williams @WilliamsNeuro]

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

[Chad C Williams @WilliamsNeuro]

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

👇👇👇