Teaching Laboratory and Training Center, Tianjin University of Sport, Tianjin 301617, China.
Key Laboratory of Competitive Psychological and Physiological Regulation of General Administration of Sport, Tianjin University of Sport, Tianjin 301617, China.
Comput Math Methods Med. 2022 Jul 13;2022:1008346. doi: 10.1155/2022/1008346. eCollection 2022.
The problem of sports psychological fatigue has become one of the focal points of common concern among scholars at home and abroad. Athletes will face many problems and challenges in competition or training, and if they are not handled properly, they will have negative experiences, which will affect the training benefits and develop psychological fatigue. Transcranial electrical stimulation (TES), which contains transcranial direct current stimulation, transcranial alternating current stimulation, and transcranial random noise stimulation, is a noninvasive brain stimulation method. By applying specific patterns of low-intensity electrical currents to specific brain regions through electrodes of different sizes, it modulates cortical neural activity and/or excitability and enhances the connections between the brain and nerves and muscles to achieve improved motor performance. TES technology is currently making the transition from laboratory research to applied research in sports science. In this paper, we first describe the neural mechanisms of TES action on the cerebral cortex, including five aspects of body balance, endurance performance, exercise fatigue, muscle strength, and motor learning ability; then, we review the relevant studies on the application of TES in functional connectivity of brain networks and explore the importance of this field for TES to improve athletic performance. This research provides a machine learning-based and transcranial electrical stimulation model for the locomotor psychological fatigue problem in rock climbers since rock climbing is a sport that places great demands on athletes' psychological quality. The research on the factors influencing the psychological fatigue of climbers and the intervention measures is beneficial to the early diagnosis and the prevention and intervention of it.
运动心理疲劳问题已成为国内外学者共同关注的焦点之一。运动员在比赛或训练中会面临许多问题和挑战,如果处理不当,会产生负面体验,影响训练效果,产生心理疲劳。经颅电刺激(TES)包含经颅直流电刺激、经颅交流电刺激和经颅随机噪声刺激,是一种非侵入性的脑刺激方法。通过电极的大小不同,将特定模式的低强度电流施加到特定的脑区,调节皮质神经活动和/或兴奋性,增强大脑与神经和肌肉之间的连接,从而提高运动表现。TES 技术正从实验室研究向运动科学的应用研究过渡。本文首先描述了 TES 对大脑皮层作用的神经机制,包括身体平衡、耐力表现、运动疲劳、肌肉力量和运动学习能力五个方面;然后,我们回顾了 TES 在脑网络功能连接中的应用相关研究,并探讨了这一领域对于 TES 提高运动表现的重要性。本研究针对攀岩运动员运动心理疲劳问题,提出了一种基于机器学习和经颅电刺激的模型。对攀岩运动员心理疲劳的影响因素及干预措施的研究,有利于对其进行早期诊断和预防干预。