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020 _a9783031428081
_9978-3-031-42808-1
024 7 _a10.1007/978-3-031-42808-1
_2doi
050 4 _aTK7867-7867.5
072 7 _aTJFC
_2bicssc
072 7 _aTEC008010
_2bisacsh
072 7 _aTJFC
_2thema
100 1 _ade Dinechin, Florent.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_972817
245 1 0 _aApplication-Specific Arithmetic
_h[electronic resource] :
_bComputing Just Right for the Reconfigurable Computer and the Dark Silicon Era /
_cby Florent de Dinechin, Martin Kumm.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2024.
300 _aXXIII, 804 p. 362 illus., 229 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aChapter 1 Introduction -- Chapter 2 Number Formats -- Chapter 3 Computing Just Right: Accuracy Specification and Error Analysis -- Chapter 4 Field Programmable Gate Arrays -- Part 1 Revisiting Classic Arithmetic -- Chapter 5 Fixed-Point Addition -- Chapter 6 Fixed-Point Comparison -- Chapter 7 Sums of Weighted Bits -- Chapter 8 Fixed-Point Multiplication -- Chapter 9 Fixed-Point Division -- Chapter 10 Shifters and Leading Bit Counters -- Chapter 11 Basic Floating-Point Operators -- Part 2 Operator Specialization -- Chapter 12 Multiplication by Constants -- Chapter 13 Division by Constants -- Chapter 14 Fixed-Point Squares, Cubes, and Other Integer Powers -- Chapter 15 Specialization and Fusion of Floating-Point Operators -- Part 3 Generic Methods for Fixed-Point Function Approximation -- Chapter 16 Generalities on Fixed-Point Function Approximation -- Chapter 17 Function Evaluation Using Tables and Additions -- Chapter 18 Polynomial-Based Architectures for Function Evaluation -- Chapter 19 Digit Recurrence for Algebraic Functions -- Part 4 Example Composite Operators -- Chapter 20 Fixed-Point Sine and Cosine -- Chapter 21 Floating-Point Accumulation and Sum-of-Products -- Chapter 22 Floating-Point Exponential -- Part 5 Application Domains -- Chapter 23 Arithmetic in The Design of Linear Time-Invariant Filters -- Chapter 24 Arithmetic for Deep Learning -- Part 6 Appendix -- Chapter 25 Appendix A Custom Arithmetic Datapath Design with FloPoCo -- Chapter 26 Appendix B Optimization Using Integer Linear Programming.
520 _aWritten by two experts of the domain, this book presents the most recent advances in computer arithmetic hardware, with a focus on application-specific arithmetic beyond the classic operators and the standard precisions. It targets silicon designers who have to do better with less in the post-Moore era, and FPGA developers who want to exploit the full possibilities of reconfigurable computing platforms. Presents a unique focus on application-specific computer arithmetic; Helps developers gain a deep understanding of the arithmetic in their projects, and tailor it to their application; Illustrates concepts and architectures by actual implementations, using the FloPoCo open-source hardware generator.
650 0 _aElectronic circuits.
650 0 _aMicroprocessors.
_959300
650 0 _aComputer architecture.
650 0 _aElectronics.
_965899
650 1 4 _aElectronic Circuits and Systems.
650 2 4 _aProcessor Architectures.
650 2 4 _aElectronics and Microelectronics, Instrumentation.
_965902
700 1 _aKumm, Martin.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_972818
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031428074
776 0 8 _iPrinted edition:
_z9783031428098
776 0 8 _iPrinted edition:
_z9783031428104
856 4 0 _uhttps://doi.org/10.1007/978-3-031-42808-1
912 _aZDB-2-ENG
912 _aZDB-2-SXE
999 _c58245
_d58245