Pak et al., 2016 - Google Patents

Comparison of QMC-based yield-aware pareto front techniques for multi-objective robust analog synthesis

Pak et al., 2016

Document ID
5292871437097874008
Author
Pak M
Fernandez F
Dundar G
Publication year
Publication venue
Integration

External Links

Snippet

This paper focuses on the implementation of different techniques for the integration of yield estimation in the synthesis loop of analog integrated circuits (ICs). MOEA/D (Multi-Objective Evolutionary Algorithm with Decomposition) is considered to be a very powerful multi …
Continue reading at www.sciencedirect.com (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
    • G06F17/5068Physical 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
    • G06F17/5009Computer-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
    • G06F17/5009Computer-aided design using simulation
    • G06F17/5018Computer-aided design using simulation using finite difference methods or finite element 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
    • G06F17/5045Circuit 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
    • 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
    • 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
    • G06F7/00Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/58Random or pseudo-random number generators
    • 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
    • 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
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F19/00Digital computing or data processing equipment or methods, specially adapted for specific applications
    • G06F19/10Bioinformatics, i.e. methods or systems for genetic or protein-related data processing in computational molecular biology
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N99/00Subject matter not provided for in other groups of this subclass
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL

Similar Documents

Publication Publication Date Title
Liu et al. Efficient and accurate statistical analog yield optimization and variation-aware circuit sizing based on computational intelligence techniques
Drobny et al. F-TRIDYN: A Binary Collision Approximation code for simulating ion interactions with rough surfaces
Agarwal et al. Statistical clock skew analysis considering intradie-process variations
US8555236B2 (en) Non-invasive leakage power device characterization of integrated circuits using device grouping and compressive sensing
Pak et al. Comparison of QMC-based yield-aware pareto front techniques for multi-objective robust analog synthesis
Okobiah et al. Fast design optimization through simple kriging metamodeling: A sense amplifier case study
Wei et al. Design space exploration for softmax implementations
Chen et al. Detailed routing short violation prediction using graph-based deep learning model
Singh et al. A scalable statistical static timing analyzer incorporating correlated non-Gaussian and Gaussian parameter variations
Gong et al. A fast non-Monte-Carlo yield analysis and optimization by stochastic orthogonal polynomials
Wang et al. On the optimal design of radial basis function neural networks for the analysis of nonlinear stochastic systems
Okobiah et al. Kriging-assisted ultra-fast simulated-annealing optimization of a clamped bitline sense amplifier
US11366947B2 (en) Systems and methods for machine learning based fast static thermal solver
Srivastava et al. A novel approach to perform gate-level yield analysis and optimization considering correlated variations in power and performance
JPWO2016030938A1 (en) Simulation system and simulation method
Orosz et al. Performance analysis of a robust design optimization of a solenoid with different sensitivity metrics
Vollert et al. Robust additive Gaussian process models using reference priors and cut-off-designs
Al-Hyari et al. Novel congestion-estimation and routability-prediction methods based on machine learning for modern fpgas
Gao et al. Entropy based test point evaluation and selection method for analog circuit fault diagnosis
Lee et al. Hierarchical power network synthesis for multiple power domain designs
Sultan et al. Variability-aware thermal simulation using CNNs
Pak et al. Yield-aware multi-objective optimization of a MEMS accelerometer system using QMC-based methodologies
Lahiouel et al. Towards enhancing analog circuits sizing using SMT-based techniques
Češka et al. SagTree: Towards efficient mutation in evolutionary circuit approximation
Schneider et al. GPU-accelerated time simulation of systems with adaptive voltage and frequency scaling