{"product_id":"deep-learning-meets-fpga-jyotirmoy-pathak-9781394357710","title":"Deep Learning Meets FPGA: Efficient Signal Processing Solutions","description":"\u003cp\u003e\u003cb\u003eA practical guide to the use of FPGAs for deep learning and its \u003c\/b\u003e\u003cb\u003ereal-world applications in signal processing\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eIn \u003ci\u003eDeep Learning Meets FPGA\u003c\/i\u003e, a team of distinguished researchers delivers an expert discussion on how to use field programmable gate arrays (FPGAs) to apply deep learning techniques to signal processing. The book explains why technologists may decide to forego the traditional methods of using CPU and GPU architectures so they can access the improved processing speed, flexibility, and efficiency of FPGA technology. \u003c\/p\u003e\u003cp\u003eThe book discusses FPGA architecture, optimization techniques, toolchains, and frameworks for FPGA development. It covers the implementation of convolutional neural networks, recurrent neural networks, and real-time processing applications. The information is accompanied by example use cases in audio and video signal processing, as well as strategies for power-efficient FPGA designs. \u003c\/p\u003e\u003cp\u003eReaders will also find: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eA thorough introduction to the challenges and obstacles posed by traditional approaches to deep learning applications in signal processing and how those can be solved using FPGAs\u003c\/li\u003e \u003cli\u003eComprehensive explorations of deep learning applications in sensor data integration\u003c\/li\u003e \u003cli\u003ePractical discussions of up-to-date debugging and validation techniques using FPGA designs\u003c\/li\u003e \u003cli\u003eCutting-edge explorations of potential future trends and promising areas of research for further development of FPGAs\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003ePerfect for computer science researchers and postgraduate students interested in signal processing, \u003ci\u003eDeep Learning Meets FPGA\u003c\/i\u003e\u003ci\u003e \u003c\/i\u003ewill also benefit practicing signal processing engineers.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jyotirmoy Pathak\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1394357710\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781394357710\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley-IEEE Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/12\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 256\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003c\/p\u003e","brand":"Jyotirmoy Pathak","offers":[{"title":"Hardcover","offer_id":48520076361983,"sku":"9781394357710","price":150.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_edd05121-b860-4ff7-bd3b-6cf5d5ecb64e.jpg?v=1778740600","url":"https:\/\/www.whiterainbookhouse.com\/products\/deep-learning-meets-fpga-jyotirmoy-pathak-9781394357710","provider":"WR Book House","version":"1.0","type":"link"}