ANNs succeed in several tasks for real scenarios due to their high learning abilities. This paper focuses on theoretical aspects of enhance the capacity implementing those modifications that make absorb defining features each scenario. work may be also encompassed within trend devoted providing mathematical explanations ANN performance, with special attention activation functions. The base algo...