stochastic processing
[/stəˈkæstɪk ˈprɑːsɛsɪŋ/]
nounpl: stochastic processings
processamento estocástico
1. A computational or analytical method that involves random variables and probabilistic models to process data or solve problems
The AI model uses stochastic processing to handle uncertainty in real-time data analysis.
O modelo de IA utiliza processamento estocástico para lidar com incerteza na análise de dados em tempo real.
2. In machine learning, a technique where training algorithms incorporate randomness to improve generalization and avoid overfitting
Stochastic processing is fundamental to stochastic gradient descent optimization algorithms.
O processamento estocástico é fundamental para algoritmos de otimização por gradiente descendente estocástico.
3. A signal processing approach that treats input signals as random processes with probabilistic characteristics
Stochastic processing methods are essential in noise reduction and signal filtering applications.
Os métodos de processamento estocástico são essenciais em aplicações de redução de ruído e filtragem de sinais.
Stochastic processing is a highly technical term used primarily in academic, scientific, and technology sectors in both Brazil and the USA. In Brazil, it's predominantly found in computer science, engineering, and machine learning communities. The term reflects the global nature of scientific and technological discourse, with minimal regional variation in usage or interpretation. Portuguese maintains the same linguistic structure as English ('processamento estocástico'), making it easily transferable across Portuguese-speaking technical communities.
Look up more words on Fala2Me
The free English-Portuguese dictionary with real Brazilian accents, NYC slang, conjugator and more
Open Fala2Me →