Advanced Spiking Neural P Systems : Models and Applications, Hardcover

by Peng, Hong; Wang, Jun

€173 · Offered by eBay

Advanced Spiking Neural P Systems : Models and Applications, Hardcover by Peng, Hong; Wang, Jun, ISBN 9819752795, ISBN-13 9789819752799, Like New Used, Free P&P in the UK Membrane computing is a class of distributed and parallel computing models inspired by living cells. Spiking neural P systems are neural-like membrane computing models, representing an interdisciplinary field between membrane computing and artificial neural networks, and are considered one of the third-generation neural networks. Models and applications constitute two major research topics in spiking neural P systems. The entir comprises two parts: models and applications. In the model part, several variants of spiking neural P systems and fuzzy spiking neural P systems are introduced. Subsequently, their computational completeness is discussed, encompassing generation/accepting devices, function computing devices, and language generation devices. This discussion is advantageous for researchers in the fields of membrane computing, biologically inspired computing, and theoretical computer science, aiding in understanding the distributed computing model of spiking neural P systems. In the application part, the application of spiking neural P systems in time series prediction, image processing, sentiment analysis, and fault diagnosis is examined. This offers a novel method and model for researchers in artificial intelligence, data mining, image processing, natural language processing, and power systems. Simulta

• ISBN: 9789819752799
• Condition: Fine

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