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Deep learning

Known as: DL, Deep neural networks, Deep machine learning 
Deep learning (also known as deep structured learning, hierarchical learning or deep machine learning) is a branch of machine learning based on a set… 
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Related topics

Related topics

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AI takeoverArithmetic logic unitAtariBackpropagation

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2018
Highly Cited
2018
Fringe pattern analysis using deep learning
In many optical metrology techniques, fringe pattern analysis is the central algorithm for recovering the underlying phase… 
Review
2018
Review
2018
Deep Learning: A Review
Deep learning is an emerging area of machine learning (ML) research. It comprises multiple hidden layers of artificial neural… 
Highly Cited
2017
Highly Cited
2017
Fundamentals of deep learning
With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one thats… 
Highly Cited
2016
Highly Cited
2016
Deep Learning Computed Tomography
In this paper, we demonstrate that image reconstruction can be expressed in terms of neural networks. We show that filtered back… 
Highly Cited
2016
Highly Cited
2016
SemEval-2016 Task 4: Sentiment Analysis in Twitter
This paper discusses the fourth year of the ”Sentiment Analysis in Twitter Task”. SemEval-2016 Task 4 comprises five subtasks… 
Highly Cited
2016
Highly Cited
2016
Deep Learning in Finance
We explore the use of deep learning hierarchical models for problems in nancial prediction and classication. Financial prediction… 
Highly Cited
2011
Highly Cited
2011
Improved Bottleneck Features Using Pretrained Deep Neural Networks
Bottleneck features have been shown to be effective in improving the accuracy of automatic speech recognition (ASR) systems… 
Highly Cited
2009
Highly Cited
2009
Catalytic assessment: understanding how MCQs and EVS can foster deep learning
One technology for education whose adoption is currently expanding rapidly in UK higher education is that of electronic voting… 
Highly Cited
2008
Highly Cited
2008
The effect of peer feedback for blogging on college students' reflective learning processes
Review
2006
Review
2006
Researching and Evaluating Digital Storytelling as a Deep Learning Tool
This roundtable will discuss Digital Storytelling as a tool for deep learning, and provide a framework for researching and… 
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