Brain Sciences · 2023 · 16 citations · 42 references
Life SciencesNeurosciencePsychologyBehavioral NeuroscienceCognitive NeurosciencePsychophysiologyCognitive ControlElectroencephalographyNeuromodulationAlpha RhythmBiofeedbackCognitive PerformanceCognitive Performance TestingHaptic FeedbackHaptic Feedback TrainingMental Performance EnhancementNeurofeedback
Human alpha oscillation (7-13 Hz) has been extensively studied over the years for its connection with cognition. The individual alpha frequency (IAF), defined as the frequency that provides the highest power in the alpha band, shows a positive correlation with cognitive processes. The modulation of alpha activities has been accomplished through various approaches aimed at improving cognitive performance. However, very few studies focused on the direct modulation of IAF by shifting the peak frequency, and the understanding of IAF modulation remains highly limited. In this study, IAFs of healthy young adults were up-regulated through short-term neurofeedback training using haptic feedback. The results suggest that IAFs have good trainability and are up-regulated, also that IAFs are correlated with the enhanced cognitive performance in mental rotation and n-back tests compared to sham-neurofeedback control. This study demonstrates the feasibility of self-regulating IAF for cognition enhancement and provides potential therapeutic benefits for cognitive-impaired patients.
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SciPy 1.0: fundamental algorithms for scientific computing in Python
Nature Methods · 2020 · 37.9K citations · Full text
Development of a fatigue scale
Trudie Chalder, G. J. Berelowitz, Teresa Pawlikowska et al. · Journal of Psychosomatic Research · 1993 · 3K citations
Pingouin: statistics in Python
Raphaël Vallat · The Journal of Open Source Software · 2018 · 1.8K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +9