Neural Network Reviews¶

General Reviews¶

Title:The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches
Year:2018
Paper:Alom, Md Zahangir, et al. “The history began from alexnet: A comprehensive survey on deep learning approaches.” arXiv preprint arXiv:1803.01164 (2018).

Title:A Survey of Deep Neural Network Architectures and Their Applications
Year:2017
Paper:Liu, Weibo, et al. “A survey of deep neural network architectures and their applications.” Neurocomputing 234 (2017): 11-26.

Title:Deep learning in neural networks: An overview
Year:2015
Paper:Schmidhuber, Jürgen. “Deep learning in neural networks: An overview.” Neural networks 61 (2015): 85-117.

Neural Architecture Search¶

Title:Neural architecture search: A survey
Year:2018
Paper:Elsken, Thomas, Jan Hendrik Metzen, and Frank Hutter. “Neural architecture search: A survey.” arXiv preprint arXiv:1808.05377 (2018).

Multimodal Machine Learning¶

Title:Multimodal machine learning: A survey and taxonomy
Year:2018
Paper:Baltrušaitis, Tadas, Chaitanya Ahuja, and Louis-Philippe Morency. “Multimodal machine learning: A survey and taxonomy.” IEEE transactions on pattern analysis and machine intelligence 41.2 (2018): 423-443.

Natural Language Processing¶

Title:Recent trends in deep learning based natural language processing
Year:2018
Paper:Young, Tom, et al. “Recent trends in deep learning based natural language processing.” ieee Computational intelligenCe magazine 13.3 (2018): 55-75.