Articles

Showing 4 articles

• Original Research

  Published 2 October 2026

  A sliding window and Fourier decomposition method based 1D-CNN framework for motor imagery EEG classification

  B. S. S. Tejesh · Karra Bhaskar · M. Sivaji · Ravisankar Dakupati · Saswat Kumar Ram · Pradyut Kumar Sanki · M. Ramakrishnan

  Frontiers in Computational Neuroscience

  doi 10.3389/fncom.2026.1945160

• Original Research

  Published 28 September 2026

  Visual cues in MI-BCI induce biases in EEG classification models with deep learning but not with standard machine learning

  David Trocellier · Simon Kojima · Bernard N'kaoua · Fabien Lotte

  Frontiers in Neuroergonomics

  doi 10.3389/fnrgo.2026.1804143

• Original Research

  Published 21 August 2026

  A group brain-controlled method for UAVs using a hybrid paradigm of hand movements and visual evoked potentials

  Rui Li · Shikun Bian · Yaxi Deng · Xiaoqing Wei · Shiqiang Yang · Yang Liu · Jiangcheng Chen

  Frontiers in Neurorobotics

  doi 10.3389/fnbot.2026.1858496

• Neuroscience

  Published 24 September 2014

  Challenges in clinical applications of brain computer interfaces in individuals with spinal cord injury

  Rüdiger Rupp

  Frontiers in Neuroengineering

  doi 10.3389/fneng.2014.00038