Is chaos a mathematical theory?

Chaos theory is an interdisciplinary scientific theory and branch of mathematics focused on underlying patterns and deterministic laws highly sensitive to initial conditions in dynamical systems that were thought to have completely random states of disorder and irregularities.

What is artificial neural network define its mathematical model?

An artificial neural network is a computational-based, nonlinear empirical model, inspired on the biological neural networks. An ANN acts as a black box and learns to predict the value of specific output variables given sufficient input information.

Are neural networks chaotic?

Recent developments in nonlinear dynamics and chaos theory have proven that EEGs can have deterministic chaos properties [1], [2]. Neural networks have chaotic behavior not only on the macroscopic level but also on the microscopic level.

How is chaos theory used in the real world?

Weather patterns are a perfect example of Chaos Theory. We can usually predict weather patterns pretty well when they are in the near future, but as time goes on, more factors influence the weather, and it becomes practically impossible to predict what will happen.

What is neural network theory?

Neural networks aim to mimic the human brain — and one way to think about the brain is that it works by accreting smaller abstractions into larger ones. Neural networks have to work for it. As with the brain, neural networks are made of building blocks called “neurons” that are connected in various ways.

What is chaos theory in social work?

In the social sciences, chaos theory is the study of complex non-linear systems of social complexity. Chaos theory looks at this unpredictability of nature and tries to make sense of it. Chaos theory aims to find the general order of social systems and particularly social systems that are similar to each other.