Download E-books Novel Algorithms for Fast Statistical Analysis of Scaled Circuits PDF

By Dr. Amith Singhee, Rob A. Rutenbar (auth.)

As VLSI know-how strikes to the nanometer scale for transistor characteristic sizes, the effect of producing imperfections bring about huge diversifications within the circuit functionality. conventional CAD instruments should not well-equipped to address this situation, due to the fact they don't version this statistical nature of the circuit parameters and performances, or in the event that they do, the present strategies are usually over-simplified or intractably sluggish. Novel Algorithms for quick Statistical research of Scaled Circuits attracts upon principles for attacking parallel difficulties in different technical fields, similar to computational finance, computing device studying and actuarial chance, and synthesizes them with leading edge assaults for the matter area of built-in circuits. the result's a suite of novel ideas to difficulties of effective statistical research of circuits within the nanometer regime. particularly, Novel Algorithms for speedy Statistical research of Scaled Circuits makes 3 contributions:

1) SiLVR, a nonlinear reaction floor modeling and performance-driven dimensionality aid technique, that instantly captures the designer’s perception into the circuit habit, by way of extracting quantitative measures of relative international sensitivities and nonlinear correlation.

2) quickly Monte Carlo simulation of circuits utilizing quasi-Monte Carlo, exhibiting speedups of two× to 50× over commonplace Monte Carlo.

3) Statistical blockade, a good strategy for sampling infrequent occasions and estimating their likelihood distribution utilizing restrict effects from severe worth thought, utilized to excessive replication circuits like SRAM cells.

Show description

Read Online or Download Novel Algorithms for Fast Statistical Analysis of Scaled Circuits PDF

Similar Algorithms books

An Introduction to Quantum Computing

This concise, available textual content offers an intensive advent to quantum computing - an exhilarating emergent box on the interface of the pc, engineering, mathematical and actual sciences. geared toward complicated undergraduate and starting graduate scholars in those disciplines, the textual content is technically precise and is obviously illustrated all through with diagrams and workouts.

Art of Computer Programming, Volume 2: Seminumerical Algorithms (3rd Edition)

The bible of all primary algorithms and the paintings that taught lots of modern software program builders such a lot of what they find out about machine programming.   –Byte, September 1995   i will not start to inform you what percentage fulfilling hours of research and sport they've got afforded me! i've got pored over them in autos, eating places, at paintings, at domestic.

The Art of Computer Programming, Volume 3: Sorting and Searching (2nd Edition)

The 1st revision of this 3rd quantity is the main finished survey of classical computing device strategies for sorting and looking. It extends the therapy of information buildings in quantity 1 to think about either huge and small databases and inner and exterior thoughts. The e-book encompasses a choice of rigorously checked computing device equipment, with a quantitative research in their potency.

Computational Molecular Biology: An Algorithmic Approach (Computational Molecular Biology)

In a single of the 1st significant texts within the rising box of computational molecular biology, Pavel Pevzner covers a extensive variety of algorithmic and combinatorial subject matters and indicates how they're hooked up to molecular biology and to biotechnology. The publication has a considerable "computational biology with no formulation" part that offers the organic and computational rules in a comparatively easy demeanour.

Extra resources for Novel Algorithms for Fast Statistical Analysis of Scaled Circuits

Show sample text content

Rated 4.90 of 5 – based on 50 votes