{"product_id":"9781394381579","title":"Spiking Neural P Systems for Time Series Analysis","description":"\u003ch1\u003eSpiking Neural P Systems for Time Series Analysis\u003c\/h1\u003e\u003ch3\u003eJun Wang | Hong Peng\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eComputers \/ Computer Engineering\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eAn up-to-date and accurate discussion of spiking neural P systems in time series analysis\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eIn \u003ci\u003eSpiking Neural P Systems for Time Series Analysis\u003c\/i\u003e, the authors explore the fundamentals and the current states of both spiking neural P systems and time series analysis and examine 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. \u003c\/p\u003e\n\u003cp\u003eThe 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. \u003c\/p\u003e\n\u003cp\u003eReaders will also find: \u003c\/p\u003e\n\u003cul\u003e \u003cli\u003eA thorough introduction to the theoretical and application research relevant to membrane computing and spiking P neural systems\u003c\/li\u003e \u003cli\u003eComprehensive explorations of a variety of recurrent-like models for time series forecasting, including LSTM-SNP and GSNP models\u003c\/li\u003e \u003cli\u003ePractical discussions of common problems in reservoir computing models, including classification problems\u003c\/li\u003e \u003cli\u003eComplete evaluations of models used in financial time series analysis, power load forecasting, and other techniques\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003ePerfect for scientists, researchers, postgraduates, lecturers, and teachers, \u003ci\u003eSpiking Neural P Systems for Time Series Analysis\u003c\/i\u003e will also benefit undergraduate students interested in advanced techniques for time series analysis.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003eJun Wang, PhD, \u003c\/b\u003eis a Professor in the School of Electrical Engineering and Electronic Information at Xihua University in Chengdu, China. Her research is focused on membrane computing, artificial intelligence, intelligence control. She has published over 90 scientific papers in international journals and conferences with an H-index of 35. \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eHong Peng, PhD, \u003c\/b\u003eis a Professor in the School of Computer and Software Engineering at Xihua University in Chengdu, China. His research interests include membrane computing, machine learning, pattern recognition. He has published over 230 scientific papers in international journals and conferences with an H-index of 42. \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e23 December 2025\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley-IEEE Press\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781394381579\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e240\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e21.12\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44421687672972,"sku":"9781394381579","price":148.45,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781394381579_b90bf0fc-aa4f-471f-b1b6-1d0b4e37e8bb.jpg?v=1780141841","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781394381579","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}