{"product_id":"9781394357710","title":"Deep Learning Meets FPGA Efficient Signal Processing Solutions","description":"\u003ch1\u003eDeep Learning Meets FPGA\u003c\/h1\u003e\u003ch2\u003eEfficient Signal Processing Solutions\u003c\/h2\u003e\u003ch3\u003eJyotirmoy Pathak | Abhishek Kumar | Jyoti Kandpal\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eTechnology \u0026amp; Engineering \/ Signals \u0026amp; Signal Processing\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\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\n\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\n\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\n\u003cp\u003eReaders will also find: \u003c\/p\u003e\n\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.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003eJyotirmoy Pathak\u003c\/b\u003e\u003cb\u003e, PhD, \u003c\/b\u003eis an Assistant Professor in the Department of Electronics and Communication Engineering at Christ University in Bangalore, India. He has published over twenty research papers in Scopus\/WoS-indexed journals and presented at IEEE\/Springer conferences. His research expertise include side channel attack, VLSI design, low power architecture, memory design, and more.  \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eAbhishek Kumar\u003c\/b\u003e\u003cb\u003e, PhD, \u003c\/b\u003eis an Associate Professor at the School of Electronics and Electrical Engineering, Lovely Professional University. His research expertise focus on VLSI design, low power CMOS circuits, hardware security, and more. He has authored multiple books, patents, and over 30 research papers in reputed SCI and Scopus-indexed journals.  \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eJyoti Kandpal\u003c\/b\u003e\u003cb\u003e, PhD, \u003c\/b\u003eis an Assistant Professor in the Department of Electronics and Communication Engineering, Graphic Era Hill University, Dehradun, India. Her research interests focus on VLSI design and low-power CMOS circuit optimization. She has published numerous scholarly articles in esteemed SCI and Scopus-indexed journals. \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e02 February 2027\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\u003e9781394357710\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\u003e256\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44477059072140,"sku":"9781394357710","price":135.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781394357710_6ca08ebb-a6db-4287-be45-ed1dd492a63f.jpg?v=1781090453","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781394357710","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}