LEADER 02924nam 2200457 450 001 9910760261703321 005 20231013234726.0 010 $a3-031-34233-X 024 7 $a10.1007/978-3-031-34233-2 035 $a(CKB)28305335600041 035 $a(MiAaPQ)EBC30754255 035 $a(Au-PeEL)EBL30754255 035 $a(DE-He213)978-3-031-34233-2 035 $a(PPN)272739987 035 $a(EXLCZ)9928305335600041 100 $a20231013d2024 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aIn-Memory Computing Hardware Accelerators for Data-Intensive Applications /$fedited by Baker Mohammad and Yasmin Halawani 205 $aFirst edition. 210 1$aCham, Switzerland :$cSpringer,$d[2024] 210 4$dİ2024 215 $a1 online resource (145 pages) 311 $a9783031342325 327 $aChapter 1 Data-Centric Computing Paradigm Shift, And Domain-Specific Architecture and Hardware -- Chapter 2 SRAM-based In-Memory Computing: Circuits, Functions, and Applications -- Chapter 3 In and Near-Memory Computing using DRAM -- Chapter 4 MRAM-based In-Memory Computing -- Chapter 5 In-Memory Computing using Phase Change Memory -- Chapter 6 Memristor-Based In-Memory Computing -- Chapter 7 In-Memory Computing using FLASH Memory. 330 $aThis book describes the state-of-the-art of technology and research on In-Memory Computing Hardware Accelerators for Data-Intensive Applications. The authors discuss how processing-centric computing has become insufficient to meet target requirements and how Memory-centric computing may be better suited for the needs of current applications. This reveals for readers how current and emerging memory technologies are causing a shift in the computing paradigm. The authors do deep-dive discussions on volatile and non-volatile memory technologies, covering their basic memory cell structures, operations, different computational memory designs and the challenges associated with them. Specific case studies and potential applications are provided along with their current status and commercial availability in the market. Explains how traditional computer architecture limits data movements (memory wall) and the associated impacts; Discusses computing paradigms such as In-Memory or near-memory computing for emerging applications such as AI; Uses case studies to explain the tradeoff between accuracy, computing complexity, and latency. . 606 $aComputer storage devices 615 0$aComputer storage devices. 676 $a929.605 702 $aHalawani$b Yasmin 702 $aMohammad$b Baker 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910760261703321 996 $aIn-Memory Computing Hardware Accelerators for Data-Intensive Applications$93600353 997 $aUNINA