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Neural Networks

e-books in Neural Networks category

Book cover: Applied Artificial Neural NetworksApplied Artificial Neural Networks
by - MDPI AG ,
This Special Issue focuses on the application of neural networks to a diverse range of fields and problems. It collates contributions concerning neural network applications in areas such as engineering, hydrology and medicine.
(1512 views)
Book cover: Neural Network DesignNeural Network Design
by ,
This book provides a clear and detailed coverage of fundamental neural network architectures and learning rules. In it, the authors emphasize a coherent presentation of the principal neural networks, methods for training them and their applications.
(2491 views)

Book cover: Neural NetworksNeural Networks
by - University of KwaZulu-Natal ,
Contents: Introduction; Learning process; Perceptron; Back-propagation networks; The Hopfield network; Self-organizing feature maps; Temporal processing with neural networks; Radial-basis function networks; Adaline (Adaptive Linear System).
(1548 views)
Book cover: Artificial Neural Networks: Architectures and ApplicationsArtificial Neural Networks: Architectures and Applications
by - InTech ,
Artificial neural networks may be the single most successful technology in the last two decades. The purpose of this book is to provide recent advances in architectures, methodologies, and applications of artificial neural networks.
(9302 views)
Book cover: Artificial Neural NetworksArtificial Neural Networks
- Wikibooks ,
Neural networks excel in a number of problem areas where conventional von Neumann computer systems have traditionally been slow and inefficient. This book is going to discuss the creation and use of artificial neural networks.
(9238 views)
Book cover: An Introduction to Computational NeuroscienceAn Introduction to Computational Neuroscience
by - University of Texas at San Antonio ,
These notes have three main objectives: to present the major concepts of computational neuroscience, to present the basic mathematics that underlies these concepts, and to give the reader some idea of common approaches taken by neuroscientists.
(4513 views)
Book cover: An Introduction to Neural NetworksAn Introduction to Neural Networks
by ,
This manuscript attempts to provide the reader with an insight in artificial neural networks. The choice of describing robotics and vision as neural network applications coincides with the neural network research interests of the authors.
(9408 views)
Book cover: Neural NetworksNeural Networks
by - University of Zurich ,
Systematic introduction to neural networks, biological foundations; important network classes and learning algorithms; supervised models (perceptrons, adalines, multi-layer perceptrons), support-vector machines, echo-state networks, etc.
(5502 views)
Book cover: Of the Evolution of the BrainOf the Evolution of the Brain
by - SISSA ,
We review the common themes, the network models and the mathematical formalism underlying our studies about different stages in the evolution of the human brain. These studies discuss the evolution of cortical networks in terms of their computations.
(6286 views)
Book cover: Neural Fuzzy SystemsNeural Fuzzy Systems
by - Abo Akademi University ,
This text covers inference mechanisms in fuzzy expert systems, learning rules of feedforward multi-layer supervised neural networks, Kohonen's unsupervised learning algorithm for classification of input patterns, and fuzzy neural hybrid systems.
(7321 views)
Book cover: Thinking About the BrainThinking About the Brain
by - arXiv ,
We all are fascinated by the phenomena of intelligent behavior, as generated by our own brains. As physicists we want to understand if there are some general principles that govern the dynamics of the neural circuits that underlie these phenomena.
(6032 views)
Book cover: Recurrent Neural NetworksRecurrent Neural Networks
by - InTech ,
The concept of neural network originated from neuroscience, and one of its aims is to help us understand the principle of the central nerve system through mathematical modeling. The first part of the book is dedicated to this aim.
(7941 views)
Book cover: Programming Neural Networks with Encog3 in JavaProgramming Neural Networks with Encog3 in Java
by - Heaton Research ,
The book is an introduction to Neural Networks and Artificial Intelligence. Neural network architectures, such as the feedforward, Hopfield, and self-organizing map architectures are discussed. Training techniques are also introduced.
(8581 views)
Book cover: Neural NetworksNeural Networks
by - King's College London ,
These notes are based on lectures given in the Mathematics Department at King's College London. An attempt has been made to present a logical (mathematical) account of some of the basic ideas of the 'artificial intelligence' aspects of the subject.
(9191 views)
Book cover: Encyclopedia of Computational NeuroscienceEncyclopedia of Computational Neuroscience
by - Scholarpedia ,
Neuroscience, Electrophysiology, Neuron, Network Dynamics, Brain Models, Synapse, Memory, Conditioning, Consciousness, Vision, Olfaction, Neuroimaging, Dynamical Systems, Oscillators, Synchronization, Pattern Formation, Chaos, Bifurcations, etc.
(9767 views)
Book cover: From Complexity to CreativityFrom Complexity to Creativity
by - Plenum Press ,
This text applies the concepts of complexity science to provide an explanation of all aspects of human creativity. The book describes the model that integrates ideas from computer science, mathematics, neurobiology, philosophy, and psychology.
(8774 views)
Book cover: A Brief Introduction to Neural NetworksA Brief Introduction to Neural Networks
by - dkriesel.com ,
Text and illustrations should be memorable and easy to understand to offer as many people as possible access to the field of neural networks. The chapters are individually accessible to readers with little previous knowledge.
(24551 views)
Book cover: Neural Networks: A Systematic IntroductionNeural Networks: A Systematic Introduction
by - Springer ,
A general theory of artificial neural nets. The book starts with the simple nets, and shows how the models change when more general computing elements and net topologies are introduced. Suitable as a basis for university courses in neurocomputing.
(9912 views)
Book cover: Machine Learning, Neural and Statistical ClassificationMachine Learning, Neural and Statistical Classification
by - Ellis Horwood ,
The book provides a review of different approaches to classification, compares their performance on challenging data-sets, and draws conclusions on their applicability to realistic industrial problems. A wide variety of approaches has been taken.
(11027 views)
Book cover: Practical Artificial Intelligence Programming in JavaPractical Artificial Intelligence Programming in Java
by - Lulu.com ,
The book uses the author's libraries and the best of open source software to introduce AI (Artificial Intelligence) technologies like neural networks, genetic algorithms, expert systems, machine learning, and NLP (natural language processing).
(11691 views)