This paper proposes boosting-like deep learning (BDL) framework for pedestrian detection. Due to overtraining on the limited training samples, overfitting is a major problem of deep learning. We incorporate a boosting-like technique into deep learning to weigh the training samples, and thus prevent overtraining in the iterative process. We theoretically give the details of derivation of our alg...

Background and Purpose: Repetitive sprint sport players perform high intensity exercise only for a small percentage of a total game and such periods are often instrumental in determining the eventual outcome. Recovery is a key factor for performance, and constant lack of recovery or insufficient recovery turns into overtraining which is detrimental in achieving peak performance. The purpose was...

The sympathetic type of overtraining manifests itself as level perceived psychological stress increases and coordination reactions decreases during exercise. Clinically this syndrome is manifested by an increase in heart rate, arterial hypertension with frequent headaches. Moreover, most athletes experience body temperature a characteristic metabolism. parasympathetic phase “exhaustion” indispe...

Abstract In geotechnical engineering, transformation models are often used as first estimates of parameters and to verify the order magnitude field laboratory tests, which reliability might be constrained by many uncertainties. The undrained shear strength has been for long particular interest such models. traditional rather simple. Still, community does not seem have agreed upon use. particula...

Citation: Minett GM and Costello JT (2015) Specificity and context in post-exercise recovery: it is not a one-size-fits-all approach. The concept of specificity of exercise prescription and training is a longstanding and widely accepted foundation of the exercise sciences. Simply, the principle holds that training adaptations are achieved relative to the stimulus applied. That is, the manipulat...

Background The aim of this study was to analyze the response of selected components of the immune system in rowers to maximal physical exercise, and to verify if this response can be modulated by supplementation with spirulina (cyanobacterium Spirulina platensis). Method The double-blind study included 19 members of the Polish Rowing Team. The subjects were randomly assigned to the supplement...

We perform an average case analysis of the generalization dynamics of large neural networks trained using gradient descent. We study the practically-relevant “high-dimensional” regime where the number of free parameters in the network is on the order of or even larger than the number of examples in the dataset. Using random matrix theory and exact solutions in linear models, we derive the gener...

Introduction: Overtraining syndrome (OTS) is a state of excess sportsmen's overload caused by too high an intensity training. The main cause OTS big training load. Also, they are other risk factors like restrictive diets, inordinate stress, and inflated expectations family coach.
 Description the knowledge: despite numerous hypotheses dysregulation hypothalamus pituitary, inflammatory hypo...

Optimal physical performance is achieved through the careful manipulation of training and recovery. Short-term increases in demand can induce functional overreaching (FOR) that lead to improved capabilities, whereas nonfunctional (NFOR) or overtraining syndrome (OTS) occur when high training-demand applied for extensive periods with limited To date, little known about OTS strength sports, parti...