Deep Learning in Time Series Analysis

1 Introduction to Learning

All the components of nature have been set in an everlasting pursue towards evolution through a growing network of mutual effects. Evolution is defined as an absolute point of dimensionless in time when the fully interconnected network of effects is moving in a completely predictable manner. The pursue towards evolution incrementally occurs in the form of an adaptation, not only for brainless materials, but also for any kind of intelligent creatures, such that adaptability to the underlying environment is defined as one of the indicative parameters of intelligence. Adaptation of a component can be expressed by the inherent temporal changes in the behaviour, and ultimately in the structure of the component to exhibit ...