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Published on: October 30, 2018
How Physical Activities Affect Mental Fatigue Based on EEG Energy, Connectivity, and Complexity
Rui Xu1,2, Chuncui Zhang1,2, Feng He1,2
1Lab of Neural Engineering & Rehabilitation, Department of Biomedical Engineering, College of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China.
Physical activities can worsen mental fatigue, accelerating the process. This study used electroencephalography (EEG) to show that combined physical and mental tasks increase brain fatigue more rapidly than mental tasks alone.
Area of Science:
- Neuroscience
- Exercise Physiology
- Cognitive Science
Background:
- The interaction between physical activity and mental fatigue is established, but its specific effects on mental fatigue remain under-explored.
- Existing research often overlooks how physical exertion influences cognitive load and subsequent mental fatigue.
Purpose of the Study:
- To analyze mental fatigue states using electroencephalography (EEG).
- To investigate the impact of concurrent physical activity on the progression of mental fatigue.
Main Methods:
- Fourteen healthy participants performed a 2-back task (control) and a combined cycling and 2-back task (physical-mental task).
- Fatigue was induced through repeated 20-minute sessions.
- EEG parameters including Wavelet Packet Energy (WPE), Spectral Coherence Value (SCV), and Lempel-Ziv Complexity (LZC) were measured before and after tasks.
Main Results:
- EEG indices (beta band energy, energy ratio, inter-hemispheric SCV, and LZC) indicated increased mental fatigue during the physical-mental task.
- Statistical analysis revealed a significantly faster increase in mental fatigue markers when physical activity was combined with the mental task.
- The slopes of linear fits for these indices confirmed an accelerated fatigue process in the physical-mental condition.
Conclusions:
- Physical activity can exacerbate mental fatigue, speeding up the cognitive decline process.
- This effect is observable through changes in brain activation, functional connectivity, and complexity.
- Findings challenge the notion that physical activity is neutral to mental fatigue, suggesting it can actively increase it, informing fatigue management strategies.
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