Running, or any aerobic training in moderation, has a positive effect on health. There is a point of diminishing returns, where chronic stress from overtraining, which is common in runners, may be linked to problems in the adrenal gland. Overtraining Syndrome (OS) has been linked with adrenal insufficiency. There is a direct link between stress and the adrenal glands, and the physical stress of...

http://www.ukhealthcare.uky.edu/sportsmedicine/ Overtraining in Young Athletes While most coaches, parents and athletes tend to think of the term “overtraining” as a description of time spent on a specific activity it is actually much more. Overtraining syndrome (OTS) is a condition that can prevent athletes from reaching training and competitive goals, increase injury rates, and effect activit...

Overtraining, or staleness, is a state when standard training regimes become extremely difficult and previous performance results are no longer possible. The American Medical Association defines staleness (slump) as a psychological or physiological state of overtraining which manifests itself as deteriorated athletic readiness. Various experts in the field define overtraining as; a special neur...

Overtraining is characterized by a mismatch between exerted strain and exercise tolerance. generally not sufficiently feared nor enough attention paid to its prevention. As result, the first warning signals symptoms are often either perceived too late or there delay in correct interpretation of signs. This leads negative consequences over months, which, turn, can lead more frequent injuries as ...

One of the main drawbacks of Machine Learning systems is the negative effect caused by overtraining. If the points in the dataset are perfectly fitted, the generalization performance is usually bad. We propose to take profit of overtraining, together with Feature Selection, to improve the performance of a learning system. The main idea lies in the hypothesis that when the dataset is as fitted a...

Fry, Andrew C., Brian K. Schilling, Lawrence W. Weiss, and Loren Z. F. Chiu. 2-Adrenergic receptor downregulation and performance decrements during high-intensity resistance exercise overtraining. J Appl Physiol 101: 1664–1672, 2006. First published August 3, 2006; doi:10.1152/japplphysiol.01599.2005.—Previous research on overtraining due to excessive use of maximal resistance exercise loads [1...

This paper investigates the dynamics of batch learning of multilayer neural networks in the asymptotic case where the number of training data is much larger than the number of parameters. We consider regression problems assuming noisy output data. First, we present experimental results on the behavior in the steepest descent learning of multilayer per-ceptrons and three-layer linear neural netw...

This paper investigates the dynamics of batch learning of multilayer neural networks in the asymptotic case where the number of training data is much larger than the number of parameters. First, we present experimental results on the behavior in the steepest descent learning of multilayer perceptrons and three-layer linear neural networks. We see in these results that strong overtraining, which...

Top-level performances in endurance sports require several years of hard training loads. A major objective of this endurance training is to reach the most elevated metabolic adaptations the athlete will be able to support. As a consequence, overtraining is a recurrent problem that highly-trained athletes may experience during their career. Many studies have revealed that overtraining could be h...