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deep learning
/diːp ˈlɜːrnɪŋ/
深度学习
Deep learning has revolutionized image recognition.
深度学习彻底改变了图像识别技术。
科技
技术
机器学习的一个子领域，使用多层神经网络来模拟人脑处理数据的方式，从而学习数据的复杂表示。
The company uses deep learning algorithms to detect fraud.
该公司使用深度学习算法来检测欺诈行为。
通常涉及大量数据和计算资源。
相关短语
专业提示
Context Matters
Always use 'deep learning' when discussing AI systems with multiple hidden layers (e.g., CNNs, RNNs). For simpler models, use 'machine learning'.
黄金法则
Not All AI is Deep Learning
Deep learning is a specific technique within AI. Do not use it interchangeably with general AI or simple statistical methods.
词源
Coined in the early 2000s, popularized by Geoffrey Hinton and others, referring to the 'depth' of layers in neural networks.
用法说明
A subset of machine learning. Use when referring specifically to multi-layered neural network architectures.
单词拆解
deep
referring to the number of layers in the network
adjectivelearning
the process of improving performance through experience
noun英汉词典