Reservoir Computing & Its Significance In Machine Learning

Reservoir computing is an approach to make machine learning algorithms run faster. The word reservoir refers to a dynamical system. A dynamical system is denoted by a mathematical function that describes how a point in space behaves with time. Having knowledge of these systems helps predict the future position of that point in space. This reservoir consists of a bunch of recurrently connected units that are connected randomly.