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:
What is GAMCO and why should I use it for my business?

GAMCO is a pioneer in the creation of Artificial Intelligence and Machine Learning software solutions. GAMCO's solutions are designed to [....]

Read More »
BNPL - Buy Now Pay Later

The fad coming from the USA that will force the incorporation of AI in the process Surely it is only recently that we have started to hear a new concept in [...]

Read More »
NPLs and recovery of delinquent portfolios

Normally the acronym NPLs (Non Performing Loans) is used in the financial sector and is a reality in Spanish banks as well as in banks [...].

Read More »
The rise of artificial intelligence in business

The rise of Artificial Intelligence (AI) in business is very topical. Its use is spreading and is changing, even, the models [...]

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