neural network

[ˈnʊrəl ˈnɛtˌwɜrk]
nounpl: neural networks
rede neural
1. A computing system inspired by biological neural networks that constitute animal brains, used in artificial intelligence to process data and recognize patterns
The neural network was trained to recognize handwritten digits with 99% accuracy.
A rede neural foi treinada para reconhecer dígitos manuscritos com 99% de precisão.
2. A machine learning model composed of interconnected nodes or neurons arranged in layers that process information
Deep neural networks have revolutionized the field of artificial intelligence.
As redes neurais profundas revolucionaram o campo da inteligência artificial.
3. An algorithm that learns from data by adjusting weights and biases through a process called backpropagation
The neural network improved its predictions as it processed more training data.
A rede neural melhorou suas previsões conforme processava mais dados de treinamento.
Neural networks are fundamental to modern AI development in both Brazil and the USA. In Brazil, the term 'rede neural' is widely used in tech hubs like São Paulo and Rio de Janeiro, particularly in emerging AI and fintech sectors. In the USA and globally, 'neural network' is the standard term in computer science, machine learning, and tech industries. The technology has become increasingly important for startups, research institutions, and large tech companies in both countries.
Synonyms / Sinônimos
artificial neural networkdeep learning modelconnectionist systemneuron network
Antonyms / Antônimos
rule-based systemsymbolic AItraditional algorithm

Regional Variations

General Brazilian
rede neural
Standard term used in academic and professional contexts
São Paulo
rede neural
Common in tech industry and universities
Rio de Janeiro
rede neural
Used in research institutions and tech companies
Portugal
rede neural
Identical to Brazilian Portuguese; standard in European Portuguese as well

Related Words

machine learningartificial intelligencedeep learningbackpropagationactivation functiontraining datanodelayer

Related Idioms & Phrases

train a neural network
fine-tune a neural network
deep neural network
convolutional neural network
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