February 26, 2024, Filed Under: News

Nature: Mind-reading Devices are Revealing the Brain’s Secrets

Mind-reading devices are revealing the brain’s secrets

Implants and other technologies that decode neural activity can restore people’s abilities to move and speak — and help researchers to understand how the brain works. Read More on Nature website

Scientists have studied how brain–computer interfaces, such as this non-invasive cap, change brain activity. Credit: Silvia Marchesotti

Nature, News Feature Feb 20,2024

Racz FS, Kumar S, Kaposzta Z, Alawieh H, Liu DH, Liu R, Czoch A, Mukli P, Millán JDR. Combining Detrended Cross-Correlation Analysis with Riemannian Geometry-based Classification for Improved Brain-computer Interface Performance. Front Neurosci. 2024 Mar 14;18:1271831.

Kumar S, Alawieh H, Racz FS, Fakhreddine R, Millán JDR. Transfer Learning Promotes Acquisition of Individual BCI Skills.PNAS Nexus, Volume 3, Issue 2, February 2024, page076.

Iwane F, Billard A, Millán JDR. Inferring Individual Evaluation Criteria for Reaching Trajectories with Obstacle Avoidance from EEG Signals. Sci Rep. 2023 Nov 17;13(1):20163.

S. Kumar S. Kumar, D. H. Liu, F. S. Racz, M. Retana, S. Sharma, F. Iwane, B. P. Murphy, R. O’Keeffe, S. F. Atashzar, F. Alambeigi, J. del R. Millán. CogniDaVinci: Towards Estimating Mental Workload Modulated by Visual Delays During Telerobotic Surgery – An EEG-based Analysis. 2023 IEEE International Conference on Robotics and Automation (ICRA), London, United Kingdom, 2023, pp. 6789-6794.

R. Liu, S. Kumar, H. Alawieh, E. Carnahan and J. del R. Millán. On Transfer Learning for Naive Brain Computer Interface Users. 2023 11th International IEEE/EMBS Conference on Neural Engineering (NER), Baltimore, MD, USA, 2023, pp. 1-5.

For a complete list of publications go to our Publications page!