[Eeglablist] Research Survey: Validation Challenges in EEG-Based AI (4–6 min)

[이종언]

Hello EEGLAB community,

I am conducting a short, early-stage survey to understand how researchers
evaluate whether AI-generated outputs derived from EEG and other brain
signals are genuinely supported by the original neural data.

I am particularly interested in current validation methods, challenges in
interpreting AI-generated results, and the need for independent validation
approaches.

If you have experience with EEG-based AI analysis or related neural
decoding applications, I would greatly appreciate your perspective.

*Survey link:*
https://urldefense.com/v3/__https://docs.google.com/forms/d/e/1FAIpQLSd58l_ZJS7AkkQPosq9iDoHl9eE9NHr3cVwJxSR2BydF24oFg/viewform?usp=header__;!!Mih3wA!EXRe5peIA-BYAjvTXXgZWfETnemDUiBZb3vWWUp1vT17uvScqjH3-7UlJgWhCTCC8W52C30RXTbhetoa7mGUa7hEOw$ 

The survey takes approximately 4–6 minutes. Participation is voluntary, and
responses will be used for early-stage research and customer needs
assessment.

Thank you for your time and consideration.