Showing posts with label Neural. Show all posts
Showing posts with label Neural. Show all posts

Application of Neural Networks to Modelling and Control

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Application of Neural Networks to Modelling and Control Overview


Co-published with the Institute of Measurement and Control, this book presents some of the latest developments in the field of neural networks as applied to modelling and control. The field of control spans a wide range of applications from scheduling of regulators to control movement in manufacturing processes to the requirement for precision control of very fast processes in, for example, the aeronautics industry. In the area of control of dynamic systems in manufacturing and processing industries, neural networks have found a niche and this book provides information of these developments. Many of the contributors are well known in this area and this book should prove useful to all those involved in neural networks and their industrial applications. This book should be of interest to academic and industrial researchers and postgraduate researchers.


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Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems

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Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems Feature


  • ISBN13: 9780262541855
  • Condition: New
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Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems Overview


Theoretical neuroscience provides a quantitative basis for describing what nervous systems do, determining how they function, and uncovering the general principles by which they operate. This text introduces the basic mathematical and computational methods of theoretical neuroscience and presents applications in a variety of areas including vision, sensory-motor integration, development, learning, and memory.

The book is divided into three parts. Part I discusses the relationship between sensory stimuli and neural responses, focusing on the representation of information by the spiking activity of neurons. Part II discusses the modeling of neurons and neural circuits on the basis of cellular and synaptic biophysics. Part III analyzes the role of plasticity in development and learning. An appendix covers the mathematical methods used, and exercises are available on the book's Web site.


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