Containing twenty six contributions by experts from all over the world, this book presents both research and review material describing the evolution and recent developments of various pattern recog……続きを見る
Discrete-Time Neural Observers: Analysis and Applications presents recent advances in the theory of neural state estimation for discrete-time unknown nonlinear systems with multiple inputs and outpu……続きを見る
We are crossing a new frontier in the evolution of computing and entering the era of cognitive systems. The victory of IBM's Watson on the television quiz show Jeopardy! revealed how scientists and ……続きを見る
Machine Dreaming and Consciousness is the first book to discuss the questions raised by the advent of machine dreaming. Artificial intelligence (AI) systems meeting criteria of primary and self-refl……続きを見る
Get to grips with the basics of Keras to implement fast and efficient deep-learning modelsKey FeaturesImplement various deep learning algorithms in Keras and see how deep learning can be used in gam……続きを見る
Take your machine learning skills to the next level by mastering Deep Learning concepts and algorithms using Python.Key Features\[\*\] Explore and create intelligent systems using cutting-edge deep ……続きを見る
Powerful, independent recipes to build deep learning models in different application areas using R librariesKey FeaturesMaster intricacies of R deep learning packages such as mxnet & tensorflowLearn……続きを見る
Become an advanced practitioner with this progressive set of master classes on application-oriented machine learningKey Features\[\*\] Comprehensive coverage of key topics in machine learning with a……続きを見る
Build simple, maintainable, and easy to deploy machine learning applications.Key Features\[\*\] Build simple, but powerful, machine learning applications that leverage Go’s standard library along wi……続きを見る
Expand your OpenCV knowledge and master key concepts of machine learning using this practical, hands-on guide.Key Features\[\*\] Load, store, edit, and visualize data using OpenCV and Python\[\*\] G……続きを見る
Build and run intelligent applications by leveraging key Java machine learning libraries
About This Book
Develop a sound strategy to solve predictive modelling problems using the most popular machi……続きを見る
Durante las dos últimas décadas, el mundo ha sido testigo de cómo la protección jurídica debida a las creaciones del talento humano se encuentra en crisis, dada la expansión global de las telecomuni……続きを見る
Grasp the fundamental concepts of deep learning using Tensorflow in a hands-on mannerKey Features\[\*\] Get a first-hand experience of the deep learning concepts and techniques with this easy-to-fol……続きを見る
Develop deep neural networks in Theano with practical code examples for image classification, machine translation, reinforcement agents, or generative models.Key Features\[\*\] Learn Theano basics a……続きを見る
Augmented Reality (AR) blurs the boundary between the physical and digital worlds. In AR’s current exploration phase, innovators are beginning to create compelling and contextually rich applications……続きを見る
Introduces a revolutionary, quadratic-programming based approach to solving long-standing problems in motion planning and control of redundant manipulators
This book describes a novel quadratic prog……続きを見る
Data Mining: A Tutorial-Based Primer, Second Edition provides a comprehensive introduction to data mining with a focus on model building and testing, as well as on interpreting and validating result……続きを見る
Solve different problems in modelling deep neural networks using Python, Tensorflow, and Keras with this practical guideKey Features- Practical recipes on training different neural network models an……続きを見る
Uncover the power of artificial neural networks by implementing them through R code. Key Features\[\*\]Develop a strong background in neural networks with R, to implement them in your applications\[……続きを見る
Implement scikit-learn into every step of the data science pipeline
About This Book
Use Python and scikit-learn to create intelligent applications
Discover how to apply algorithms in a variety of s……続きを見る
Leverage the power of Tensorflow to design deep learning systems for a variety of real-world scenariosKey Features\[\*\]Build efficient deep learning pipelines using the popular Tensorflow framework……続きを見る
Take the next step in implementing various common and not-so-common neural networks with Tensorflow 1.x Key FeaturesSkill up and implement tricky neural networks using Google's TensorFlow 1.xAn easy……続きを見る
Get to grips with the essentials of deep learning by leveraging the power of PythonKey FeaturesYour one-stop solution to get started with the essentials of deep learning and neural network modelingT……続きを見る
Learn how to model and train advanced neural networks to implement a variety of Computer Vision tasksKey Features\[\*\] Train different kinds of deep learning model from scratch to solve specific pr……続きを見る
There are many books on neural networks, some of which cover computational intelligence, but none that incorporate both feature extraction and computational intelligence, as Supervised and Unsupervi……続きを見る
The first book of its kind, Power Converters and AC Electrical Drives with Linear Neural Networks systematically explores the application of neural networks in the field of power electronics, with p……続きを見る
Providing a thorough introduction to the field of soft computing techniques, Intelligent Systems: Modeling, Optimization, and Control covers every major technique in artificial intelligence in a cle……続きを見る
Not only do modeling and simulation help provide a better understanding of how real-world systems function, they also enable us to predict system behavior before a system is actually built and analy……続きを見る
Establishing adaptive control as an alternative framework to design and analyze Internet congestion controllers, End-to-End Adaptive Congestion Control in TCP/IP Networks employs a rigorously mathem……続きを見る
Build neural network models in text, vision and advanced analytics using PyTorchKey FeaturesLearn PyTorch for implementing cutting-edge deep learning algorithms.Train your neural networks for higher……続きを見る
