Artificial Neural Network - ANN

Concept and definition

Artificial Neural Network - ANN

What is Artificial Neural Network - ANN?

An Artificial Neural Network (ANN) is a computational model inspired by the structure and functioning of the human brain. It consists of a network of interconnected nodes, called artificial neurons, that process input information and generate an output.

In an ANN, each artificial neuron receives one or more inputs and processes them using an activation function, which determines the neuron's output. The output of each neuron is transmitted to other neurons through weighted connections, which are used to adjust the contribution of each neuron to the final output.

During the training of an ANN, the model adjusts the weights of the connections between neurons to minimize the difference between the desired output and the actual output. This process is carried out using optimization algorithms, such as gradient descent.

ANNs are used in a wide variety of machine learning applications, such as image classification, natural language processing and time series prediction. They have also been used in complex problem solving, such as deep machine learning and the creation of recurrent and convolutional neural networks.

« Back to glossary

Do you want to get in touch?

CDRs contain data that a telecommunications company collects about phone calls, such as time and length of call. This data can be used in analytical applications.
Fill the form
Share:
How to choose the best Business Intelligence (BI) solution for your business

More and more companies are taking advantage of the relevant information they extract from the data they possess and generate to improve their processes and discover new ways to [...]

Read More »
Non-performing loans to individuals to increase by at least 10% in 2022

GAMCO's forecasts point to an increase of at least 10% in the percentage of "non-performing loans" to individuals over the next five years.

Read More »
What credit scoring is and why Artificial Intelligence will change it forever

Credit scoring is a system used to rate credits and thus try to automate the decision making process at the time of purchasing a loan, and to [...]

Read More »
What is Digital Transformation?

What is Digital Transformation? The industrial revolution profoundly changed the society of the 19th century, but the digital transformation of the [...]

Read More »
See more entries
© Gamco 2021, All Rights Reserved - Legal notice - Privacy - Cookies