Advanced Computing category: 10844 books
by
Language: English
Release Date: September 15, 2017
Language: English
Release Date: September 15, 2017
This book introduces applications of mathematics and fuzzy mathematics in decision science, fuzzy geometric programming and fuzzy optimization as well as operations research and management, based on 44 research papers presented at three successful conferences:
(1) The International Conference...
by
Language: English
Release Date: January 25, 2018
Language: English
Release Date: January 25, 2018
How do infants learn a language? Why and how do languages evolve? How do we understand a sentence? This book explores these questions using recent computational models that shed new light on issues related to language and cognition. The chapters in this collection propose original analyses of specific...
by
Language: English
Release Date: September 7, 2013
Language: English
Release Date: September 7, 2013
Presenting the latest technological developments in arts and culture, this volume demonstrates the advantages of a union between art and science. Electronic Visualisation in Arts and Culture is presented in five parts:
Imaging and Culture
New Art Practice
Seeing Motion
Interaction and Interfaces
Visualising...
by François Fouss, Marco Saerens, Masashi Shimbo
Language: English
Release Date: July 12, 2016
Language: English
Release Date: July 12, 2016
Network data are produced automatically by everyday interactions - social networks, power grids, and links between data sets are a few examples. Such data capture social and economic behavior in a form that can be analyzed using powerful computational tools. This book is a guide to both basic and...
Integrated Imaging and Vision Techniques for Industrial Inspection
Advances and Applications
Language: English
Release Date: September 24, 2015
This pioneering text/reference presents a detailed focus on the use of machine vision techniques in industrial inspection applications. An internationally renowned selection of experts provide insights on a range of inspection tasks, drawn from their cutting-edge work in academia and industry, covering...
by
Language: English
Release Date: March 13, 2017
Language: English
Release Date: March 13, 2017
This book presents innovative and high-quality research on the implementation of conceptual frameworks, strategies, techniques, methodologies, informatics platforms and models for developing advanced knowledge-based systems and their application in different fields, including Agriculture, Education,...
Motor Behavior
Programming, Control, and Acquisition
Language: English
Release Date: December 6, 2012
In recent years there has been steadily increasing interest in motor behavior and a growing awareness that a person not only has to know what to do in a particular situation, but also how to do it. The question of how actions are performed is of central concern in the area of motor control. This volume...
by Shubu Mukherjee
Language: English
Release Date: August 29, 2011
Language: English
Release Date: August 29, 2011
Architecture Design for Soft Errors provides a comprehensive description of the architectural techniques to tackle the soft error problem. It covers the new methodologies for quantitative analysis of soft errors as well as novel, cost-effective architectural techniques to mitigate them.
To...
Deep Learning with PyTorch Quick Start Guide
Learn to train and deploy neural network models in Python
Language: English
Release Date: December 24, 2018
Introduction to deep learning and PyTorch by building a convolutional neural network and recurrent neural network for real-world use cases such as image classification, transfer learning, and natural language processing.
Key Features
Clear and concise explanations
Gives important insights into...
Machine Learning Algorithms
Popular algorithms for data science and machine learning, 2nd Edition
Language: English
Release Date: August 30, 2018
An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithms
Key Features
Explore statistics and complex mathematics for data-intensive applications
Discover new developments in EM algorithm, PCA, and bayesian regression
Study patterns...
Hands-On Unsupervised Learning with Python
Implement machine learning and deep learning models using Scikit-Learn, TensorFlow, and more
Language: English
Release Date: February 28, 2019
Discover the skill-sets required to implement various approaches to Machine Learning with Python
Key Features
Explore unsupervised learning with clustering, autoencoders, restricted Boltzmann machines, and more
Build your own neural network models using modern Python libraries
Practical examples...
Hands-On Meta Learning with Python
Meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow
Language: English
Release Date: December 31, 2018
Explore a diverse set of meta-learning algorithms and techniques to enable human-like cognition for your machine learning models using various Python frameworks
Key Features
Understand the foundations of meta learning algorithms
Explore practical examples to explore various one-shot learning...
Hands-On Deep Learning Architectures with Python
Create deep neural networks to solve computational problems using TensorFlow and Keras
Language: English
Release Date: April 30, 2019
Concepts, tools, and techniques to explore deep learning architectures and methodologies
Key Features
Explore advanced deep learning architectures using various datasets and frameworks
Implement deep architectures for neural network models such as CNN, RNN, GAN, and many more
Discover design...
Deep Learning with R for Beginners
Design neural network models in R 3.5 using TensorFlow, Keras, and MXNet
Language: English
Release Date: May 20, 2019
Explore the world of neural networks by building powerful deep learning models using the R ecosystem
Key Features
Get to grips with the fundamentals of deep learning and neural networks
Use R 3.5 and its libraries and APIs to build deep learning models for computer vision and text processing
Implement...