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Artificial Intelligence

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Machine Learning Concepts with Python and the Jupyter Notebook Environment

Nikita Silaparasetty

Create, execute, modify, and share machine learning applications with Python and TensorFlow 2.0 in the Jupyter Notebook environment. This book breaks down any barriers to programming machine learning applications through the use of Jupyter Notebook instead of a...

2020-09-21 |

Apress



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Practical TensorFlow.js

Juan De Dios Santos Rivera

Develop and deploy deep learning web apps using the TensorFlow.js library. TensorFlow.?js? is part of a bigger framework named TensorFlow, which has many tools that supplement it, such as TensorBoard?, ?ml5js?, ?tfjs-vis. This book will cover all these technologies and...

2020-09-18 |

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Edge AI

Collectif

As an important enabler for changing people’s lives, advances in arti?cial intelligence (AI)-based applications and services are on the rise, despite being hindered by ef?ciency and latency issues. By focusing on deep learning as the most representative technique of AI,...

2020-08-31 |

Springer



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116,04 l'ebook
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Neural-Network Simulation of Strongly Correlated Quantum Systems

Stefanie Czischek

Quantum systems with many degrees of freedom are inherently difficult to describe and simulate quantitatively. The space of possible states is, in general, exponentially large in the number of degrees of freedom such as the number of particles it contains. Standard...

2020-08-27 |

Springer

Collection :

Springer Theses



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Efficient Integration of 5G and Beyond Heterogeneous Networks

Collectif

This book discusses the smooth integration of optical and RF networks in 5G and beyond (5G+) heterogeneous networks (HetNets), covering both planning and operational aspects. The integration of high-frequency air interfaces into 5G+ wireless networks can relieve the...

2020-08-26 |

Springer



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Applied Machine Learning for Health and Fitness

Kevin Ashley

Explore the world of using machine learning methods with deep computer vision, sensors and data in sports, health and fitness and other industries. Accompanied by practical step-by-step Python code samples and Jupyter notebooks, this comprehensive guide acts as a...

2020-08-24 |

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Artificial Intelligence and Bioethics

Berna Arda , Perihan Elif Ekmekci

This book explores major bioethical issues emerging from the development and use of artificial intelligence in medical settings. The authors start by defining the past, present and future of artificial intelligence in medical settings and then proceed to address the...

2020-07-30 |

Springer

Collection :

SpringerBriefs in Ethics



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Deep Learning Projects Using TensorFlow 2

Vinita Silaparasetty

Work through engaging and practical deep learning projects using TensorFlow 2.0. Using a hands-on approach, the projects in this book will lead new programmers through the basics into developing practical deep learning applications. Deep learning is quickly...

2020-07-24 |

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Analog IC Placement Generation via Neural Networks from Unlabeled Data

António Gusmão , Nuno Horta , Nuno Lourenço , Ricardo Martins

In this book, innovative research using artificial neural networks (ANNs) is conducted to automate the placement task in analog integrated circuit layout design, by creating a generalized model that can generate valid layouts at push-button speed. Further, it exploits...



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Automation and Collaborative Robotics

Steven Greenspan , Peter Matthews

Understand the current and future research into technologies that underpin the increasing capabilities of automation technologies and their impact on the working world of the future.Rapid advances in automation and robotics technologies are often reported in the trade...

2020-06-30 |

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