Deep learning                       ML

noun

 

a form of machine learning in which the computer network rapidly teaches itself to understand a concept without human intervention by performing a large number of iterative calculations on an extremely large dataset

[Merriam-Webster Dictionary]

syn.: deep neural network learning

abb.: DL

 

Examples of deep learning in a sentence:

 

Deep learning automatically extracts optimal features without extensive feature engineering, and can effectively model subtle emotional cues and nuances when trained on large diverse datasets.

[Liang et al., Journal of Artificial Intelligence Research, 2024]

 

Recent trends in deep learning have shown that an increase in the speed of the training procedure can also be achieved by adjusting the learning rate while keeping the mini-batch size fixed.

[Ganguly et al., Journal of Artificial Intelligence Research, 2023]

 

Deep learning improves osteonecrosis prediction of femoral head after internal fixation using hybrid patient and radiograph variables.

[Liu et al., Artificial Intelligence Review, 2024]