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Every article on Frontiers is peer reviewed, permanently archived and free to read.

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Original Research
Published 29 September 2026
Window leakage in clinical EEG machine learning: matched subject-independent evaluation across ADHD and Parkinson cohorts
Burak Aggul
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1930795
Original Research
Published 22 July 2026
Subject-independent gait activity recognition using DSAF: dual-stream IMU-EMG attention fusion with asymmetric temporal encoding and physiological complementarity weighting
Zhangyue Xu · Yan Zhu · Shurui Li
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1901746