Convolutional neural networks

Concept and definition

Convolutional neural networks

What is Convolutional neural networks?

Convolutional neural networks (CNNs) use numerous identical replicas of the same network and each layer specializes in one task, the result of which is used in the next layer to solve complex problems.

The advantage of this is that it allows a network to learn a neuron once and use it in numerous places, simplifying the model learning process and thus reducing error. This has made CNNs especially useful in the field of object recognition and image labeling.
CNNs learn increasingly complex and abstract representations. Object recognition in CNNs can start with raw pixel data and learn very specific features, such as edges, basic and complex shapes, patterns and textures.

« 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:
The 5 Challenges of Big Data in Machine Learning

5 Big Data challenges can be highlighted which are defined as V (volume, velocity, veracity, variety and value). R. Narasimhan discussed 3V with [...]

Read More »
Artificial Intelligence in the Fintech market

Before talking about artificial intelligence in the Fintech market, we would like to mention that the term Fintech is nowadays applied to the technologies that are [...]

Read More »
What is Surety Insurance?

You are probably wondering, what is surety insurance and how does it help your company? In today's economic environment, [...]

Read More »
What are the advantages of artificial intelligence?�

The use of Artificial Intelligence in business is becoming more and more common and necessary for the optimization and evolution of processes. In one of our [...]

Read More »
How do business opportunities detected by artificial intelligence materialize?

Once the basic concepts for building a commercial software with artificial intelligence are clear, where it is defined to whom to dedicate effort and [...]

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