convolutional neural network
[kən-ˈvə-lə-shnəl ˈnu̇r-əl ˈnet-ˌwərk]
nounpl: convolutional neural networks
rede neural convolucional
1. A type of deep learning neural network architecture designed to process grid-like data, particularly images, by applying convolution operations to extract hierarchical features
Convolutional neural networks have revolutionized computer vision tasks such as image recognition and object detection.
As redes neurais convolucionais revolucionaram tarefas de visão computacional, como reconhecimento de imagens e detecção de objetos.
2. An artificial neural network that uses shared weights and local connectivity to efficiently learn spatial hierarchies of patterns in data
The convolutional neural network architecture includes convolutional layers, pooling layers, and fully connected layers.
A arquitetura da rede neural convolucional inclui camadas convolucionais, camadas de agrupamento e camadas totalmente conectadas.
This is specialized technical terminology used primarily in artificial intelligence, machine learning, and computer science communities in both Brazil and the United States. The term is largely standardized across regions due to the international nature of AI research, though some Portuguese-speaking regions prefer 'neuronal' over 'neural.' In Brazil, the acronym 'CNN' is commonly used alongside the full term in both academic publications and industry applications. The concept originated from research at leading tech companies and universities, and the terminology reflects its Western academic origins.
Look up more words on Fala2Me
The free English-Portuguese dictionary with real Brazilian accents, NYC slang, conjugator and more
Open Fala2Me →