Author: Thomas M. ParksPublisher:
ISBN:
Category :
Languages : en
Pages : 13
Book Description
Vector Quantization Code Book Design Using Neural Networks
Author: Thomas M. ParksDifferential Vector Quantization of Digital Image Data Using Artificial Neural Network Codebook Design
Author: Matthew R. CarbonaraPublisher:
ISBN:
Category :
Languages : en
Pages : 108
Book Description
Parallel and Distributed Computing: Applications and Technologies
Author: Kim-Meow LiewPublisher:
ISBN:
Category : Electronic data processing
Languages : en
Pages : 0
Book Description
Data Compression Using Artificial Neural Networks
Author: Bruce E. WatkinsAn Introduction to Natural Computation
Author: Dana H. BallardPublisher: MIT Press
ISBN: 9780262522588
Category : Psychology
Languages : en
Pages : 338
Book Description
This book provides a comprehensive introduction to the computational material that forms the underpinnings of the currently evolving set of brain models. It is now clear that the brain is unlikely to be understood without recourse to computational theories. The theme of An Introduction to Natural Computation is that ideas from diverse areas such as neuroscience, information theory, and optimization theory have recently been extended in ways that make them useful for describing the brains programs. This book provides a comprehensive introduction to the computational material that forms the underpinnings of the currently evolving set of brain models. It stresses the broad spectrum of learning models—ranging from neural network learning through reinforcement learning to genetic learning—and situates the various models in their appropriate neural context. To write about models of the brain before the brain is fully understood is a delicate matter. Very detailed models of the neural circuitry risk losing track of the task the brain is trying to solve. At the other extreme, models that represent cognitive constructs can be so abstract that they lose all relationship to neurobiology. An Introduction to Natural Computation takes the middle ground and stresses the computational task while staying near the neurobiology.
Neural Network Analysis, Architectures and Applications
Author: A BrownePublisher: CRC Press
ISBN: 9780750304993
Category : Mathematics
Languages : en
Pages : 294
Book Description
Neural Network Analysis, Architectures and Applications discusses the main areas of neural networks, with each authoritative chapter covering the latest information from different perspectives. Divided into three parts, the book first lays the groundwork for understanding and simplifying networks. It then describes novel architectures and algorithms, including pulse-stream techniques, cellular neural networks, and multiversion neural computing. The book concludes by examining various neural network applications, such as neuron-fuzzy control systems and image compression. This final part of the book also provides a case study involving oil spill detection. This book is invaluable for students and practitioners who have a basic understanding of neural computing yet want to broaden and deepen their knowledge of the field.
Neural Network Design
Author: Martin T. HaganPublisher:
ISBN: 9789812403766
Category : Neural networks (Computer science)
Languages : en
Pages :
Book Description
Advances in Neural Networks - ISNN 2006
Author: Jun WangPublisher: Springer Science & Business Media
ISBN: 3540344373
Category : Computers
Languages : en
Pages : 1470
Book Description
This is Volume II of a three volume set constituting the refereed proceedings of the Third International Symposium on Neural Networks, ISNN 2006. 616 revised papers are organized in topical sections on neurobiological analysis, theoretical analysis, neurodynamic optimization, learning algorithms, model design, kernel methods, data preprocessing, pattern classification, computer vision, image and signal processing, system modeling, robotic systems, transportation systems, communication networks, information security, fault detection, financial analysis, bioinformatics, biomedical and industrial applications, and more.
An Implementation of Vector Quantization Codebook Design Algorithm
Author: Aparna C. LokanathanPublisher:
ISBN:
Category : Algorithms
Languages : en
Pages : 146
Book Description
Proceedings of the International Workshop on Applications of Neural Networks to Telecommunications
Author: Joshua AlspectorPublisher: Psychology Press
ISBN: 1134786174
Category : Psychology
Languages : en
Pages : 324
Book Description
The world is witnessing the rapid evolution of its own nervous system by an unparalleled growth in communication technology. Like the evolution of the nervous systems in animals, this growth is being driven by a survival-of-the-fittest-mechanism. In telecommunications, the entities that fuel this growth are companies and nations who compete with each other. Companies with superior information systems can outrun and outsmart others because they serve their customers better. On the threshold of an explosion in the variety, speed and usefulness of telecommunication networks, neural network researchers can make important contributions to this emerging new telecommunications infrastructure. The first International Workshop on Applications of Neural Networks to Telecommunications (IWANNT) was planned in response to the telecommunications industry's needs for new adaptive technologies. This workshop featured 50 talks and posters that were selected by an organizing committee of experts in both telecommunications and neural networks. These proceedings will also be available on-line in an electronic format providing multimedia figures, cross-referencing, and annotation.