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Review of deep learning


Review of deep learning: concepts, CNN architectures, challenges ...

This review attempts to provide a more comprehensive survey of the most important aspects of DL and including those enhancements recently added to the field.

Deep learning | Nature

Deep learning allows computational models that are composed of multiple processing layers to learn representations of data with multiple ...

Review of deep learning: concepts, CNN architectures, challenges ...

This review attempts to provide a more comprehensive survey of the most important aspects of DL and including those enhancements recently added to the field.

Deep Learning: A Comprehensive Overview on Techniques ...

Overall, it is a logical and systematic arrangement of data in the form of rows and columns that are based on data properties or features. Deep ...

Deep learning: systematic review, models, challenges, and research ...

This study summarizes the deep learning techniques into supervised, unsupervised, reinforcement, and hybrid learning-based models.

A Transdisciplinary Review of Deep Learning Research and Its ...

This review paper is intended to provide water resources scientists and hydrologists in particular with a simple technical overview, transdisciplinary progress ...

An Introductory Review of Deep Learning for Prediction Models With ...

We present in this paper an introductory review of deep learning approaches including Deep Feedforward Neural Networks (D-FFNN), Convolutional Neural Networks ...

A review on deep learning approaches in healthcare systems

This paper is to investigate the deep learning approaches applied to healthcare systems by reviewing the cutting-edge network architectures, applications, and ...

A Thorough Review on Deep Learning Neural Network - IEEE Xplore

This review paper firstly aims to offer a more thorough overview of the most fundamental deep learning components, further shows how deep learning techniques ...

Review of deep learning: concepts, CNN architectures, challenges ...

This review attempts to provide a more comprehensive survey of the most important aspects of DL and including those enhancements recently ...

A Review of Deep Learning Algorithms and Their Applications in ...

This paper aims to categorically cover several widely used deep learning algorithms along with their architectures and their practical applications.

Deep Learning: The Good, the Bad, and the Ugly - Annual Reviews

Artificial vision has often been described as one of the key remaining challenges to be solved before machines can act intelligently.

Review of Deep Learning Algorithms and Architectures - IEEE Xplore

Deep neural network (DNN) uses multiple (deep) layers of units with highly optimized algorithms and architectures. This paper reviews several ...

A Systematic Review for Classification and Selection of Deep ...

The findings revealed that deep learning plays a significant role in eight main tasks, including prediction, design, evaluation and assessment, decision-making, ...

[1804.01653] Review of Deep Learning - arXiv

Title:Review of Deep Learning ... Abstract:In recent years, China, the United States and other countries, Google and other high-tech companies ...

Review of deep learning: Convolutional Neural Network Algorithm

The thesis explains that convolutional neural networks are one of the types of deep neural networks, and they are specially designed to gain knowledge from big ...

A Review of Machine Learning and Deep Learning for Object ... - MDPI

This study focuses on the objectives of computer vision systems: replicating human visual capabilities including recognition, comprehension, and interpretation.

Deep Learning | MIT Technology Review

With massive amounts of computational power, machines can now recognize objects and translate speech in real time. Artificial intelligence is finally getting ...

An Experimental Review on Deep Learning Architectures for Time ...

The results show that long short-term memory (LSTM) and convolutional networks (CNN) are the best alternatives, with LSTMs obtaining the most accurate ...

(PDF) Deep Learning: A Review - ResearchGate

DEEP LEARNING: A REVIEW ... Deep learning is an emerging area of machine learning (ML) research. It comprises multiple hidden layers of artificial neural networks ...