MODELING SMALL MOSFETS USING ENSEMBLE DEVICES

Patent №

US 7,353,473

Granted

2008-04-01

Filed 2006

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11381613

A method of modeling statistical variation of field effect transistors having fingers physically measures characteristics of existing transistors and extracts a scaled simulation based on the characteristics of the existing transistors using a first model. The method creates synthetic single finger data using the scaled simulation. The method physically measures characteristics of existing pairs of matched transistors and extracts random dopant fluctuations from the characteristics of the existing pairs of matched transistors using a second model that is different than the first model. The method extracts a single finger from the synthetic single finger data and the random dopant fluctuations using the first model. The method can also create an ensemble model by determining the skew between a typical single device model and a typical ensemble model. The method adjusts parameters of the first model to cause the single finger to match targets for the single finger. Also, the method produces the centered scalable single finger model (model C) after the adjustments are complete.

AI classification

Planning1.00
Machine learning1.00
Knowledge representation0.76
Evolutionary computation0.55
AI hardware0.26
Vision0.01
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 175730579

Assignors

PINO, ROBINSON E, TROMBLEY, HENRY W, WATTS, JOSEF S

On an employer assignment, the assignors are typically the inventors.

From the same owner

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