22/01/2026
🎉 Spotlight on Innovation: BCI Award 2024 Nominee 🎉
🌟 We’re thrilled to highlight an incredible breakthrough in speech decoding using non-invasive, wearable devices, proudly nominated for the prestigious BCI Award 2024! 🌟
🚀 About the Project:
This innovative research focuses on advancing Brain-Computer Interfaces (BCIs) for speech decoding by addressing the challenge of achieving practical accuracy with EEG data. Here's what sets it apart:
1️⃣ Data-Driven Success:
By collecting an unprecedented 175 hours of EEG data from a single participant during speech, researchers developed a self-supervised model that demonstrated continuous improvement with additional data.
2️⃣ Outstanding Accuracy:
The model achieved a 61.3% top-1 accuracy in classifying 512 speech segments, effectively mitigating muscle artifacts even with noisy EEG signals.
3️⃣ Sustained Performance:
Over a seven-month period, the model maintained high accuracy with only 30 minutes of calibration data, proving its reliability for long-term use.
4️⃣ Transfer Learning in Action:
Pre-training with 100 hours of data from one participant improved accuracy by 19.5% compared to training from scratch, showcasing the model’s ability to adapt across individuals.
👏 This groundbreaking work showcases the potential of BCIs to revolutionize speech decoding and expand accessibility to non-invasive neurotechnology.
🔥 Inspired? Submissions for BCI Award 2026 are OPEN!
📅 Deadline: September 1st, 2026
💰 Total Prize: $6,000 USD
📖 Top 12 projects will be invited to publish in the BCI State-of-the-Art series by Springer
🔗 Details: www.bci-award.com/Home
🙏 We are proud sponsors of this prestigious award.