Erhältlich:
Nicht auf Lager
Buch (Hardcover): Fachbuch
Spiking Neural P Systems for Time Series Analysis
Verlag:
John Wiley & Sons Unsere-Artikel-Nr.: P35938292
EAN: 9781394381579
Erhältlich:
Nicht auf Lager
Zustellung: Di, 29.09.2026
Versand: Kostenlos
-16.0 %
CHF 200.–
CHF 168.–
Beschreibung
An up-to-date and accurate discussion of spiking neural P systems in time series analysis. In Spiking Neural P Systems for Time Series Analysis,. the authors explore the fundamentals and the current states of both spiking neural P systems and time series analysis, examining the application models of time series analysis. You'll also find walkthroughs of recurrent-like, echo-like, and reservoir computing models for time series prediction. The book covers applications in time series analysis such as financial time series analysis, power load forecasting, photovoltaic power forecasting, and medical signal processing, and contains illustrative photographs and tables designed to improve reader understanding. Readers will also find: A thorough introduction to the theoretical and application research relevant to membrane computing and spiking P neural systems. Comprehensive explorations of a variety of recurrent-like models for time series forecasting, including LSTM-SNP and GSNP models. Practical discussions of common problems in reservoir computing models, including classification problems. Complete evaluations of models used in financial time series analysis, power load forecasting, and other techniques. Perfect for scientists, researchers, postgraduates, lecturers, and teachers, Spiking Neural P Systems for Time Series Analysis. will also benefit undergraduate students interested in advanced techniques for time series analysis.
Spezifikationen
Sprache
- Englisch
Autor
- Wang Jun
- Hong Peng
Erscheinungsjahr
- 2026
Format
- Buch (Hardcover)
Anzahl Seiten
- 240