Advanced category: 11205 books

Cover of Deep Learning with Keras
by Antonio Gulli, Sujit Pal
Language: English
Release Date: April 26, 2017

Get to grips with the basics of Keras to implement fast and efficient deep-learning models About This Book Implement various deep-learning algorithms in Keras and see how deep-learning can be used in games See how various deep-learning models and practical use-cases can be implemented using Keras A...
Cover of Neural Network Programming with Tensorflow
by Rajdeep Dua, Manpreet Singh Ghotra
Language: English
Release Date: November 9, 2017

Neural Networks and their implementation decoded with TensorFlow About This Book Develop a strong background in neural network programming from scratch, using the popular Tensorflow library. Use Tensorflow to implement different kinds of neural networks – from simple feedforward neural networks...
Cover of Python Reinforcement Learning

Python Reinforcement Learning

Solve complex real-world problems by mastering reinforcement learning algorithms using OpenAI Gym and TensorFlow

by Sudharsan Ravichandiran, Sean Saito, Rajalingappaa Shanmugamani
Language: English
Release Date: April 18, 2019

Apply modern reinforcement learning and deep reinforcement learning methods using Python and its powerful libraries Key Features Your entry point into the world of artificial intelligence using the power of Python An example-rich guide to master various RL and DRL algorithms Explore the power...
Cover of Python Reinforcement Learning Projects

Python Reinforcement Learning Projects

Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow

by Sean Saito, Rajalingappaa Shanmugamani, Yang Wenzhuo
Language: English
Release Date: September 29, 2018

Implement state-of-the-art deep reinforcement learning algorithms using Python and its powerful libraries Key Features Implement Q-learning and Markov models with Python and OpenAI Explore the power of TensorFlow to build self-learning models Eight AI projects to gain confidence in building self-trained...
Cover of Real-time Speech and Music Classification by Large Audio Feature Space Extraction
by Florian Eyben
Language: English
Release Date: December 24, 2015

This book reports on an outstanding thesis that has significantly advanced the state-of-the-art in the automated analysis and classification of speech and music.  It defines several standard acoustic parameter sets and describes their implementation in a novel, open-source, audio analysis framework...
Cover of Human Motion Sensing and Recognition

Human Motion Sensing and Recognition

A Fuzzy Qualitative Approach

by Honghai Liu, Zhaojie Ju, Xiaofei Ji
Language: English
Release Date: May 11, 2017

This book introduces readers to the latest exciting advances in human motion sensing and recognition, from the theoretical development of fuzzy approaches to their applications. The topics covered include human motion recognition in 2D and 3D, hand motion analysis with contact sensors, and vision-based...
Cover of Robotic Tactile Perception and Understanding
by Huaping Liu, Fuchun Sun
Language: English
Release Date: March 20, 2018

This book introduces the challenges of robotic tactile perception and task understanding, and describes an advanced approach based on machine learning and sparse coding techniques. Further, a set of structured sparse coding models is developed to address the issues of dynamic tactile sensing. The...
Cover of Autonomous Military Robotics
by Vishnu Nath, Stephen E. Levinson
Language: English
Release Date: April 11, 2014

This SpringerBrief reveals the latest techniques in computer vision and machine learning on robots that are designed as accurate and efficient military snipers. Militaries around the world are investigating this technology to simplify the time, cost and safety measures necessary for training human...
Cover of Biometrics and Kansei Engineering
by
Language: English
Release Date: October 16, 2012

Biometrics and Kansei Engineering is the first book to bring together the principles and applications of each discipline. The future of biometrics is in need of new technologies that can depend on people’s emotions and the prediction of their intention to take an action.  Behavioral biometrics...
Cover of Proceedings of the 2015 Chinese Intelligent Systems Conference
by
Language: English
Release Date: December 11, 2015

This book presents selected research papers from the 2015 Chinese Intelligent Systems Conference (CISC’15), held in Yangzhou, China. The topics covered include multi-agent systems, evolutionary computation, artificial intelligence, complex systems, computation intelligence and soft computing, intelligent...
Cover of Proceedings of 2017 Chinese Intelligent Systems Conference
by
Language: English
Release Date: September 27, 2017

This book presents selected research papers from CISC’17, held in MudanJiang, China. The topics covered include Multi-agent system, Evolutionary Computation, Artificial Intelligence, Complex systems, Computation intelligence and soft computing, Intelligent control, Advanced control technology, Robotics...
Cover of Physically Unclonable Functions

Physically Unclonable Functions

From Basic Design Principles to Advanced Hardware Security Applications

by Basel Halak
Language: English
Release Date: April 18, 2018

This book discusses the design principles of physically unclonable functions (PUFs) and how these can be employed in hardware-based security applications, in particular, the book provides readers with a comprehensive overview of security threats and existing countermeasures. This book has many...
Cover of Routing Algorithms in Networks-on-Chip
by
Language: English
Release Date: October 22, 2013

This book provides a single-source reference to routing algorithms for Networks-on-Chip (NoCs), as well as in-depth discussions of advanced solutions applied to current and next generation, many core NoC-based Systems-on-Chip (SoCs). After a basic introduction to the NoC design paradigm and architectures,...
Cover of Research Developments in Biometrics and Video Processing Techniques
by
Language: English
Release Date: December 31, 2013

The advancement of security technologies has allowed information systems to store more crucial and sensitive data. With these advancements, organizations turn to physiological and behavioral methods of identification in order to guard against unwanted intrusion. Research Developments in Biometrics...
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