03318nam a22004695i 4500001001800000003000900018005001700027007001500044008004100059020003700100024003500137050001500172072001600187072002300203072001500226100008600241245012000327250001800447264006900465300006800534336002600602337002600628338003600654347002400690505050200714520114101216650003802357650003802395650002402433650002202457650004802479650006202527710003402589773002602623776003602649776003602685776003602721856004602757912001402803912001402817999001702831978-3-031-50714-4DE-He21320251030110903.0cr nn 008mamaa231230s2024    sz |    s    |||| 0|eng d  a97830315071449978-3-031-50714-47 a10.1007/978-3-031-50714-42doi 4aTK7895.E42 7aUKM2bicssc 7aCOM0920002bisacsh 7aUKM2thema1 aMelikyan, Vazgen.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut96870110aMachine Learning-based Design and Optimization of High-Speed Circuitsh[electronic resource] /cby Vazgen Melikyan.  a1st ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aXVII, 338 p. 379 illus., 207 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda0 aIntroduction -- Means to accelerate transfer of information between integrated circuits -- Design methods of integrated circuits, working under non-standard operating conditions -- Signal transmittance adjustment systems in integrated circuits -- Methods to improve linearity of signal’s analog-to-digital conversion with self-calibration -- Design of high performance heterogenous integrated circuits -- 6 Design of digital integrated circuits by improving the characteristics of digital cells.  aThis book describes machine learning-based new principles, methods of design and optimization of high-speed integrated circuits, included in one electronic system, which can exchange information between each other up to 128/256/512 Gbps speed. The efficiency of methods has been proven and is described on the examples of practical designs. This will enable readers to use them in similar electronic system designs. The author demonstrates newly developed principles and methods to accelerate communication between ICs, working in non-standard operating conditions, considering signal deviation compensation with linearity self-calibration. The observed circuit types also include but are not limited to mixed-signal, high performance heterogeneous integrated circuits as well as digital cores. Describes methods of design and optimization of circuits which can exchange information at 128/256/512 GB per second; Includes methods for practically all types of high-speed circuits: mixed-signal, heterogeneous, digital, etc; Design methods presented are machine learning-based and apply to 14nm and below technologies of IC manufacturing. 0aEmbedded computer systems.964625 0aElectronic circuit design.966119 0aElectronics.96589914aEmbedded Systems.24aElectronics Design and Verification.96612024aElectronics and Microelectronics, Instrumentation.9659022 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303150713708iPrinted edition:z978303150715108iPrinted edition:z978303150716840uhttps://doi.org/10.1007/978-3-031-50714-4  aZDB-2-ENG  aZDB-2-SXE  c56946d56946