Deep learning: methods and applications

L Deng, D Yu - Foundations and trends® in signal processing, 2014 - nowpublishers.com
… an overview of general deep learning methodology and its … by the successful use of deep
learning technology, such as … be impacted significantly by deep learning and that have been …

Deep learning methods and applications

M Khan, B Jan, H Farman, J Ahmad, H Farman… - Deep learning …, 2019 - Springer
methods existing beneath the umbrella of deep learning paradigm, their intricate details, and
their applications in various fields. Deep learning … the help of superior learning algorithms. It …

Deep learning

Y LeCun, Y Bengio, G Hinton - nature, 2015 - nature.com
… We think that deep learning will … method introduced in ref. 32 significantly improves
performance on test data and generalizes the method to other unsupervised representation-learning

Deep learning methods in transportation domain: a review

H Nguyen, LM Kieu, T Wen… - IET Intelligent Transport …, 2018 - Wiley Online Library
… machine learning methods. Deep learning is a new state-of-the-art machine learning approach
… This study reviews recent studies of deep learning for popular topics in processing traffic …

Interactive deep learning method for segmenting moving objects

Y Wang, Z Luo, PM Jodoin - Pattern Recognition Letters, 2017 - Elsevier
… Comparison with other methods We implemented other deep learning methods but due
to space limitation, we only report results of the most accurate one which is the fully …

An overview of popular deep learning methods

M Coşkun, Ö Yıldırım, A Uçar, Y Demır - European Journal of …, 2017 - dergipark.org.tr
… in deep learning, one of the state of the art approaches in machine learning, in terms of
its history and current applications as a brief introduction to the subject. Deep learning has …

Comparison deep learning method to traditional methods using for network intrusion detection

B Dong, X Wang - 2016 8th IEEE international conference on …, 2016 - ieeexplore.ieee.org
… The structure of deep learning is described in Fig. 1. Deep learning methods which are
inspired by the structure depth of human brain learn from lower level characteristic to higher …

[HTML][HTML] Recent advances and applications of deep learning methods in materials science

K Choudhary, B DeCost, C Chen, A Jain… - npj Computational …, 2022 - nature.com
… unsupervised DL methods. In this article, we present a high-level overview of deep learning
methods followed by a detailed discussion of recent developments of deep learning in …

[图书][B] Deep learning

I Goodfellow, Y Bengio, A Courville - 2016 - books.google.com
An introduction to a broad range of topics in deep learning, covering mathematical and
conceptual background, deep learning techniques used in industry, and research perspectives.“…

[HTML][HTML] Machine learning and deep learning methods for intrusion detection systems: A survey

H Liu, B Lang - applied sciences, 2019 - mdpi.com
Deep learning is a branch of machine learning that can … machine learning techniques,
deep learning methods are … Moreover, deep learning methods can automatically learn feature …