Verwandte Artikel zu Neural Networks and Computational Complexity (Progress...
Zu dieser ISBN ist aktuell kein Angebot verfügbar.
Inhaltsangabe
The primary motivation of this book is the need to understand the theoretical foundations of neural networks as computational devices. Underlying this need is the concept of "connectionism", which is concerned with the computational and learning capabilities of assemblies of simple processors, called artificial neural networks. Although the concept of a neural network essentially arises from biology, many engineering applications have been found through highly idealized and simplified models of neuron behaviour. Particular areas of application have been as diverse as explosives detection in airport security, signiture verification, financial and medical time series prediction, vision, speech processing, robotics, nonlinear control, and signal processing. The focus in all three models is entirely on the behaviour of networks as computers. The material should be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, it could provide the basis for a graduate level seminar in neural networks for computer science students.
Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.
Reseña del editor
The primary motivation of this book is the need to understand the theoretical foundations of neural networks as computational devices. Underlying this need is the concept of "connectionism", which is concerned with the computational and learning capabilities of assemblies of simple processors, called artificial neural networks. Although the concept of a neural network essentially arises from biology, many engineering applications have been found through highly idealized and simplified models of neuron behaviour. Particular areas of application have been as diverse as explosives detection in airport security, signiture verification, financial and medical time series prediction, vision, speech processing, robotics, nonlinear control, and signal processing. The focus in all three models is entirely on the behaviour of networks as computers. The material should be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, it could provide the basis for a graduate level seminar in neural networks for computer science students.
„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.
(Keine Angebote verfügbar)
Buch Finden: Kaufgesuch aufgebenSie finden Ihr gewünschtes Buch nicht? Wir suchen weiter für Sie. Sobald einer unserer Buchverkäufer das Buch bei AbeBooks anbietet, werden wir Sie informieren!
Kaufgesuch aufgeben
