LEADER 02499nam 2200457 450 001 9910682554803321 005 20230530025031.0 010 $a3-031-22170-2 024 7 $a10.1007/978-3-031-22170-5 035 $a(MiAaPQ)EBC7216401 035 $a(Au-PeEL)EBL7216401 035 $a(CKB)26270934100041 035 $a(DE-He213)978-3-031-22170-5 035 $a(PPN)269099042 035 $a(EXLCZ)9926270934100041 100 $a20230530d2023 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aArtificial intelligence and hardware accelerators /$fAshutosh Mishra [and three others], editors 205 $a1st ed. 2023. 210 1$aCham, Switzerland :$cSpringer Nature Switzerland AG,$d[2023] 210 4$dİ2023 215 $a1 online resource (358 pages) $cillustrations 311 08$aPrint version: Mishra, Ashutosh Artificial Intelligence and Hardware Accelerators Cham : Springer International Publishing AG,c2023 9783031221699 320 $aIncludes bibliographical references. 327 $aIntroduction -- AI Hardware Accelerators -- AI Accelerators for Standalone Compute -- AI Accelerators for Servers and Cloud Applications -- AI Accelerators for Configurable Hardware -- Hardware Architecture for Smartphones -- Software and Benchmark for Smartphones -- Hardware Accelerators for Autonomous Vehicles -- Hardware Accelerators in Embedded Systems -- Processing-In-Memory based Hardware Accelerator -- Emerging CNN Hardware Architectures for Energy-efficient AI -- Neuromorphic Hardware Accelerators. 330 $aThis book explores new methods, architectures, tools, and algorithms for Artificial Intelligence Hardware Accelerators. The authors have structured the material to simplify readers? journey toward understanding the aspects of designing hardware accelerators, complex AI algorithms, and their computational requirements, along with the multifaceted applications. Coverage focuses broadly on the hardware aspects of training, inference, mobile devices, and autonomous vehicles (AVs) based AI accelerators. 606 $aArtificial intelligence 615 0$aArtificial intelligence. 676 $a006.3 702 $aMishra$b Ashutosh 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910682554803321 996 $aArtificial Intelligence and Hardware Accelerators$93250854 997 $aUNINA