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of neural network architecture. *Contains exercises, suggested projects, and supplementary reading lists with each chapter. *Includes Mathematica;
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experimentation and physical mechanisms with computer-assisted and hardware models of biological neural networks and neurons; improving processes for;
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This book provides an introduction to the theory of dynamical systems with the aid of the Mathematica® computer algebra package. The;
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research begins with an introduction to Neural Networks, classifiers, and feature extraction methods. It then addresses unsupervised and fuzzy;
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Presents pioneering and comprehensive work on engaging movement in robotic arms, with a specific focus on neural networks This book;
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in neural networks with R, to implement them in your applications * Build smart systems using the power of deep learning * Real-world case studies;
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With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many;
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This book covers the hot topics and applications surrounding complex-valued neural networks. It demonstrates advanced theories with a wide;
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Presents the theory of NMR enhanced with Mathematica (c) notebooks Provides short, focused chapters with brief explanations;
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An exceptionally clear, thorough introduction to neural networks written at an elementary level. Written with the beginning student in mind;
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-Dimensional Parameters covers the current state-of-the-art theories and applications of neural networks with high-dimensional parameters such as;
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The book begins with an introduction of blind equalization theory and its application in neural networks, then discusses the algorithms;
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solution. Artificial neural networks, with their high non-local connectivity between the neuron degrees of freedom, may soon gain importance;
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solution. Artificial neural networks, with their high non-local connectivity between the neuron degrees of freedom, may soon gain importance;
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Statistical Learning using Neural Networks: A Guide for Statisticians and Data Scientists with Python introduces artificial neural networks;
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Statistical Learning using Neural Networks: A Guide for Statisticians and Data Scientists with Python introduces artificial neural networks;
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Networks with C# presents the important properties of neural networks-while keeping the complex mathematics to a minimum. Explaining how to build;
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network works is also explored. You are then guided on how to implement neural networks with Neupy, another Python library.The following topics;
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with neural networks and dynamical systems theory.;
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communications, neural networks, electrical circuits, transportation, and the world wide web. Examples are put forward in Mathematica throughout the book;
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Networks with C# presents the important properties of neural networks while keeping the complex mathematics to a minimum. Explaining how to build;
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/>The Essence of Neural Networks is designed to be a first course on neural networks for undergraduate students, with the mathematics contained;
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This book shows how neural networks are applied to computational mechanics. Part I presents the fundamentals of neural networks and other;
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This book shows how neural networks are applied to computational mechanics. Part I presents the fundamentals of neural networks and other;
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This book is an exploration of neural networks and how to implement them in Java. First, the reader is guided so as to understand what;
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Introduction to Deep Learning and Neural Networks with PythonT: A Practical Guide is an intensive step-by-step guide for neuroscientists to;
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In recent years, complex-valued neural networks have widened the scope of application in optoelectronics, imaging, remote sensing, quantum;
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