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Deep Learning

2019
The chapter is devoted at illustrating the basic principles and the current results which characterize the research on Deep Learning. The term refers to the theory and practice of devising and training complex neural networks for supervised and unsupervised tasks.
Massimo Guarascio   +2 more
  +5 more sources

Deep Questioning and Deep Learning

Academic Radiology, 2012
T here is relatively strong empirical evidence that an effective means of enhancing learner performance is to pose ‘‘deep questions’’ (1). Examples of deep questioning include asking learners to explore the causes of a sequence of events, the motivations of the people involved, or the quality of the evidence behind a particular practice or theory.
openaire   +3 more sources

Deep Learning

2023
This chapter introduces deep learning (DL) in the framework of experimentalism, taking inspiration from Pierre Oleron’s explanation of human intellectual activities in terms of long (or, deep) circuits. A history of DL is presented, from its origin in the mid-twentieth century to the breakthrough of deep neural networks (DNNs) in the last decades ...
M. Gori, F. Precioso, E. Trentin
openaire   +3 more sources

Deep learning

Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, 2014
Building intelligent systems that are capable of extracting high-level representations from high-dimensional data lies at the core of solving many AI related tasks, including visual object or pattern recognition, speech perception, and language understanding. Theoretical and biological arguments strongly suggest that building such systems requires deep
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Deep Learning for Anomaly Detection

ACM Computing Surveys, 2022
Guansong Pang, Longbing Cao
exaly  

Deep Learning for Geophysics: Current and Future Trends

Reviews of Geophysics, 2021
Siwei Yu, Jianwei
exaly  

Deep neural networks for the evaluation and design of photonic devices

Nature Reviews Materials, 2021
Jiaqi Jiang   +2 more
exaly  

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