Computing Just Right for the Reconfigurable Computer and the Dark Silicon Era de Dinechin, Florent. creator author. aut http://id.loc.gov/vocabulary/relators/aut Kumm, Martin. author. aut http://id.loc.gov/vocabulary/relators/aut SpringerLink (Online service) text sz 2024 1st ed. 2024. monographic eng

electronic

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access XXIII, 804 p. 362 illus., 229 illus. in color. online resource. Written 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. Chapter 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. by Florent de Dinechin, Martin Kumm. Electronic circuits Microprocessors Computer architecture Electronics Electronic Circuits and Systems Processor Architectures Electronics and Microelectronics, Instrumentation TK7867-7867.5 9783031428081 https://doi.org/10.1007/978-3-031-42808-1 https://doi.org/10.1007/978-3-031-42808-1 240312 20251030111715.0 978-3-031-42808-1