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Neural networks

Most popular at the top

  • Immunological Computationby Dipankar Dasgupta; Fernando Nino

    Taylor and Francis 2008; US$ 154.95

    Clearly, nature has been very effective in creating organisms that are capable of protecting themselves against a wide variety of pathogens such as bacteria, fungi, and parasites. The powerful information-processing capabilities of the immune system, such as feature extraction, pattern recognition, learning, memory, and its distributive nature provide... more...

  • Hebbian Learning and Negative Feedback Networksby Colin Fyfe

    Springer 2007; US$ 189.00

    A monograph on artificial neural networks which use Hebbian learning, covering a range of real experiments and which displays how it's approaches can be applied to analyse real problems. It brings together a range of concepts into a coherent whole. more...

  • Sensitivity Analysis for Neural Networksby Daniel S. Yeung; Ian Cloete; Daming Shi; Wing W.Y. Ng

    Springer 2010; US$ 169.00

    Artificial neural networks are used to model systems that receive inputs and produce outputs. The relationships between the inputs and outputs and the representation parameters are critical issues in the design of related engineering systems, and sensitivity analysis concerns methods for analyzing these relationships. Perturbations of neural networks... more...

  • Neural Networks and Micromechanicsby Ernst Kussul; Tatiana Baidyk; Donald C. Wunsch

    Springer 2010; US$ 129.00

    This is an interdisciplinary field of research involving the use of neural network techniques for image recognition applied to tasks in the area of micromechanics. The book is organized into chapters on classic neural networks and novel neural classifiers; recognition of textures and object forms; micromechanics; and adaptive algorithms with neural... more...

  • Process Neural Networksby Xingui He; Shaohua Xu

    Springer 2010; US$ 179.00

    "Process Neural Networks - Theory and Applications" proposes the concept and model of a process neural network for the first time, showing how it expands the mapping relationship between the input and output of traditional neural networks, and enhancing the expression capability for practical problems, with broad applicability to solving... more...

  • Neural-Based Orthogonal Data Fittingby Giansalvo Cirrincione; Maurizio Cirrincione

    Wiley 2011; US$ 101.95

    The presentation of a novel theory in orthogonal regression The literature about neural-based algorithms is often dedicated to principal component analysis (PCA) and considers minor component analysis (MCA) a mere consequence. Breaking the mold, Neural-Based Orthogonal Data Fitting is the first book to start with the MCA problem and arrive at important... more...

  • Neural Nets WIRN11by B. Apolloni; S. Bassis; A. Esposito

    IOS Press 2011; US$ 174.00

    This book is a collection of selected papers from the 21st WIRN workshop, held in Vietri sul Mare, Italy, in 2011. This workshop is the annual meeting of the Italian Neural Network Society (SIREN) where participants can discuss and analyze the latest challenges in the wider field of neural networks. The papers, all of which are the peer reviewed original... more...

  • Advances in Neural Network Research and Applicationsby Zhigang Zeng; Jun Wang

    Springer 2010; US$ 279.00

    This book is a part of the Proceedings of the Seventh International Symposium on Neural Networks (ISNN 2010), held on June 6-9, 2010 in Shanghai, China. ISNN 2010 received numerous submissions from about thousands of authors in about 40 countries and regions across six continents . Based on the rigorous peer-reviews by the program committee members... more...

  • Waves in Neural Mediaby Paul C. Bressloff

    Springer 2013; US$ 129.00

    Waves in Neural Media: From Single Neurons to Neural Fields surveys mathematical models of traveling waves in the brain, ranging from intracellular waves in single neurons to waves of activity in large-scale brain networks. The work provides a pedagogical account of analytical methods for finding traveling wave solutions of the variety of nonlinear... more...