[go: up one dir, main page]

Manuel et al., 2020 - Google Patents

Model-based design space exploration for approximate image processing on FPGA

Manuel et al., 2020

Document ID
12215363460812165431
Author
Manuel M
Kreddig A
Conrady S
Doan N
Stechele W
Publication year
Publication venue
2020 IEEE Nordic Circuits and Systems Conference (NorCAS)

External Links

Snippet

Increasing demands on computational performance are outpacing the technological improvements in computer hardware. Approximate computing provides a recent approach to bridge this gap by exploiting the error resilience of applications and trading in quality for less …
Continue reading at ieeexplore.ieee.org (other versions)

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/50Computer-aided design
    • G06F17/5009Computer-aided design using simulation
    • G06F17/5036Computer-aided design using simulation for analog modelling, e.g. for circuits, spice programme, direct methods, relaxation methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/50Computer-aided design
    • G06F17/5068Physical circuit design, e.g. layout for integrated circuits or printed circuit boards
    • G06F17/5081Layout analysis, e.g. layout verification, design rule check
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/50Computer-aided design
    • G06F17/5045Circuit design
    • G06F17/505Logic synthesis, e.g. technology mapping, optimisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F2217/00Indexing scheme relating to computer aided design [CAD]
    • G06F2217/78Power analysis and optimization
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management, e.g. organising, planning, scheduling or allocating time, human or machine resources; Enterprise planning; Organisational models
    • G06Q10/063Operations research or analysis
    • G06Q10/0639Performance analysis
    • G06Q10/06393Score-carding, benchmarking or key performance indicator [KPI] analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/11Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F2217/00Indexing scheme relating to computer aided design [CAD]
    • G06F2217/12Design for manufacturability
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F7/00Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/38Methods or arrangements for performing computations using exclusively denominational number representation, e.g. using binary, ternary, decimal representation
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/04Forecasting or optimisation, e.g. linear programming, "travelling salesman problem" or "cutting stock problem"
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce, e.g. shopping or e-commerce
    • G06Q30/02Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
    • G06Q30/0202Market predictions or demand forecasting
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F1/00Details of data-processing equipment not covered by groups G06F3/00 - G06F13/00, e.g. cooling, packaging or power supply specially adapted for computer application

Similar Documents

Publication Publication Date Title
Manuel et al. Model-based design space exploration for approximate image processing on FPGA
Mrazek et al. autoax: An automatic design space exploration and circuit building methodology utilizing libraries of approximate components
Sekanina et al. Automated search-based functional approximation for digital circuits
Zervakis et al. Multi-level approximate accelerator synthesis under voltage island constraints
US6090152A (en) Method and system for using voltage and temperature adders to account for variations in operating conditions during timing simulation
Dabhade et al. A reconfigurable and scalable FPGA architecture for bilateral filtering
US10275553B2 (en) Custom circuit power analysis
US20110239182A1 (en) Automatic circuit design technique
Zervakis et al. Hybrid approximate multiplier architectures for improved power-accuracy trade-offs
US8146035B1 (en) Power estimation of a circuit design
Vasicek et al. Towards low power approximate DCT architecture for HEVC standard
Brugger et al. Mixed precision multilevel Monte Carlo on hybrid computing systems
US5883818A (en) Method for generating an improved model for evaluating the operation of an integrated circuit design
Baker et al. Bayesian accuracy analysis of stochastic circuits
Manuel et al. Region of Interest-Based Parameter Optimization for Approximate Image Processing on FPGAs
Doan et al. Parameter optimization of approximate image processing algorithms in FPGAs
Bian et al. Nonlinear delay-table approach for full-chip NBTI degradation prediction
Conrady et al. Model-based design space exploration for fpga-based image processing applications employing parameterizable approximations
US7036096B1 (en) Estimating capacitances using information including feature sizes extracted from a netlist
Hsiao et al. Sensei: An area-reduction advisor for FPGA high-level synthesis
Balaskas et al. Variability-aware approximate circuit synthesis via genetic optimization
Giles MLMC techniques for discontinuous functions
Giles MLMC techniques for discontinuous functions
Manuel et al. International Journal of Networking and Computing–www. ijnc. org, ISSN 2185-2847 Volume 11, Number 2, pages 438–462, July 2021
Kreddig et al. A Framework for Hardware-Accelerated Design Space Exploration for Approximate Computing on FPGA