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Neural network

UK //ˈnjʊərəl ˈnɛtˌwɜːk// US //ˈnjʊrəl ˈnɛtˌwɜrk// Pronunciation

Definition

A system of algorithms modeled on human brain neurons that is designed to recognize patterns.

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In simple words: A computer system that learns from data and patterns.

Examples

• The neural network was trained on millions of images to recognize objects.
• Advancements in neural networks have improved AI performance dramatically.
• Researchers are developing a new neural network to predict weather patterns.
• A neural network can learn complex tasks without explicit programming.
• Many tech companies utilize neural networks for data analysis.

Usage notes

Used in technology and computer science contexts. Avoid using in casual conversations as it may confuse non-experts.

Grammar pattern

compound noun

Memory hint

Think of a network of neurons in the brain working together to learn.

Collocations

• train a neural network
• neural network model
• deep neural network
• neural network architecture

Synonyms

• artificial neural network
• deep learning network
• machine learning model
• cognitive model

Common mistakes

• Confusing it with 'neural net', which is a shortened term.
• Misunderstanding its function, thinking it only stores data rather than learns.
• Using it in contexts unrelated to technology.