rede neural profunda

[ˈhɛ.ðɪ nɛu̯ˈɾaw pɾo.ˈfũ.ðɐ]
nounfemininepl: redes neurais profundas
deep neural network
1. A machine learning model composed of multiple layers of artificial neurons that processes data hierarchically, with each layer learning progressively more complex features
Deep neural networks have revolutionized computer vision and natural language processing applications.
Redes neurais profundas revolucionaram aplicações de visão computacional e processamento de linguagem natural.
2. An artificial neural network with multiple hidden layers between the input and output layers, enabling it to learn complex patterns and representations
The deep neural network was trained on millions of images to recognize different objects.
A rede neural profunda foi treinada com milhões de imagens para reconhecer diferentes objetos.
This is a technical term primarily used in academic, technological, and business contexts in Brazil and Portuguese-speaking countries. It has gained prominence with the rise of artificial intelligence and machine learning technologies. The term is used interchangeably in both Brazilian Portuguese and European Portuguese, making it a standardized technical vocabulary across all Portuguese-speaking regions. It is commonly encountered in research papers, tech industry discussions, and educational settings focused on computer science and data science.
Synonyms / Sinônimos
rede neuronal profundadeep learning networkrede de aprendizado profundo
Antonyms / Antônimos
rede neural rasashallow neural network

Regional Variations

General Brazilian
rede neural profunda
Standard term used in academic and technical contexts across Brazil
São Paulo
rede neural profunda
Common in tech hubs and AI research centers; sometimes abbreviated as RNP
Rio de Janeiro
rede neural profunda
Used in academic institutions and technology companies
Portugal
rede neural profunda
Identical terminology; sometimes uses 'redes neuronais profundas' as variant

Related Words

aprendizado profundo (deep learning)inteligência artificial (artificial intelligence)neurônio artificial (artificial neuron)algoritmo de retropropagação (backpropagation algorithm)convolução (convolution)camada oculta (hidden layer)

Related Idioms & Phrases

treinar uma rede neural profunda (to train a deep neural network)
ajustar os pesos da rede neural profunda (to fine-tune the deep neural network weights)
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