Patents by Inventor Sani R. Nassif

Sani R. Nassif has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 8245159
    Abstract: A mechanism is provided for optimizing a photolithograph mask. A given target pattern is received. An initial fictitious mask is generated from the given target pattern and an initial value of ?2 is selected where the initial value of ?2 is used to determine a light intensity and a wafer image. The light intensity for each pixel in the initial fictitious mask and the wafer image for each pixel in the initial fictitious mask are then determined. A determination is then made as to whether a convergence has been achieved by comparing the wafer image generated from the fictitious mask to the given target pattern. Responsive to a convergence of the wafer image generated from the fictitious mask to the given target pattern, a final mask is generated to use to transfer an image to a wafer.
    Type: Grant
    Filed: August 5, 2009
    Date of Patent: August 14, 2012
    Assignee: International Business Machines Corporation
    Inventors: Ying Liu, Sani R. Nassif, Xiaokang Shi
  • Patent number: 8229683
    Abstract: A method, test circuit and test system provide measurements to accurately characterize threshold voltage changes due to negative bias temperature instability (NBTI) and positive bias temperature instability (PBTI). Both the bias temperature instability recovery profile and/or the bias temperature shifts due to rapid repetitions of stress application can be studied. In order to provide accurate measurements when stresses are applied at intervals on the order of tens of nanoseconds while avoiding unwanted recovery, and/or to achieve recovery profile sampling resolutions in the nanosecond range, multiple delay or ring oscillator frequency measurements are made using a delay line that is formed from delay elements that have delay variation substantially caused only by NBTI or PBTI effects. Devices in the delay elements are stressed, and then the delay line/ring oscillator is operated to measure a threshold voltage change for one or more measurement periods on the order of nanoseconds.
    Type: Grant
    Filed: December 8, 2010
    Date of Patent: July 24, 2012
    Assignee: International Business Machines Corporation
    Inventors: Fadi H. Gebara, Jerry D. Hayes, John P. Keane, Sani R. Nassif, Jeremy D. Schaub
  • Patent number: 8214190
    Abstract: Correlated failure distribution for memory arrays having different groupings of memory cells is estimated by constructing memory unit models for the groupings based on multiple parameters, establishing failure conditions of the memory unit model using fast statistical analysis, calculating a fail boundary of the parameters for each memory unit model based on its corresponding failure conditions, and constructing memory array models characterized by the fail boundaries. Operation of a memory array model is repeatedly simulated with random values of the parameters assigned to the memory cells and peripheral logic elements to identify memory unit failures for each simulated operation. A mean and a variance is calculated for each memory array model, and an optimal architecture can thereafter be identified by selecting the grouping exhibiting the best mean and variance, subject to any other circuit requirements such as power or area.
    Type: Grant
    Filed: April 13, 2009
    Date of Patent: July 3, 2012
    Assignee: International Business Machines Corporation
    Inventors: Rajiv V. Joshi, Rouwaida N. Kanj, Sani R. Nassif
  • Patent number: 8214777
    Abstract: A leakage current monitor circuit provides an accurate statistically representative analog of true off-state leakage current in a digital circuit integrated on a die. At least one N-type transistor and at least one P-type transistor separate from the digital circuit are sized to represent the total area of the corresponding type transistors in the digital circuit. The gates of the N-type transistor and P-type transistors are set to voltages according to the corresponding off-state logic levels of the digital circuit. The N-type and P-type transistors form a portion of corresponding current mirror circuits, which can provide outputs to a leakage current monitor and/or a control circuit such as a comparator that determines when leakage current for the N-type or P-type devices has exceeded a threshold. The output of the measurement/control circuit can be used to determine a temperature of and/or control operation of the digital circuit or the system environment of the integrated circuit.
    Type: Grant
    Filed: April 7, 2009
    Date of Patent: July 3, 2012
    Assignee: International Business Machines Corporation
    Inventors: Rajiv V. Joshi, Rouwaida N. Kanj, Jente B. Kuang, Sani R. Nassif
  • Patent number: 8208339
    Abstract: A computer program product for controlling a storage device using per-element selectable power supply voltages provides energy conservation in storage devices while maintaining a particular performance level. The storage device is partitioned into multiple elements, which may be sub-arrays, rows, columns or individual storage cells. Each element has a corresponding virtual power supply rail that is provided with a selectable power supply voltage. The power supply voltage provided to the virtual power supply rail for an element is set to the minimum power supply voltage unless a higher power supply voltage is required for the element to meet performance requirements. A control cell may be provided within each element that provides a control signal that selects the power supply voltage supplied to the corresponding virtual power supply rail. The state of the cell may be set via a fuse or mask, or values may be loaded into the control cells at initialization of the storage device.
    Type: Grant
    Filed: May 25, 2011
    Date of Patent: June 26, 2012
    Assignee: International Business Machines Corporation
    Inventors: Rajiv V. Joshi, Jente B Kuang, Rouwaida N. Kanj, Sani R. Nassif, Hung Cai Ngo
  • Publication number: 20120110521
    Abstract: A mechanism is provided for converting a set of single-layer design rules into a set of split-layer design rules for double patterning lithography (DPL). The set of single-layer design rules and minimum lithographic resolution pitch constraints for single exposure are identified. The set of single-layer design rules comprise a first plurality of minimum distances that are required by a set of first shapes in a single-layer design. Each of the first plurality of minimum distances in the set of single-layer design rules are modified with regard to the minimum lithographic resolution pitch constraints for single exposure, thereby forming the set of split-layer design rules. The set of split-layer design rules comprise a second plurality of minimum distances that are required by a set of second shapes and a set of third shapes in a split-layer design. The set of split-layer design rules are then coded into a design rule checker.
    Type: Application
    Filed: October 29, 2010
    Publication date: May 3, 2012
    Applicant: International Business Machines Corporation
    Inventors: Kanak B. Agarwal, Lars W. Liebmann, Sani R. Nassif
  • Patent number: 8151230
    Abstract: According to the illustrative embodiments, a data structure is accessed to determine a set of known data points surrounding a queried data point having an input value and an output value, the set of known data points including first, second and third data points. First and second curves are built from the first, second and third data points utilizing a first approximate model and a second approximate model. A weighting parameter value is determined by which the first curve and second curve are blended at the second data point. The output value of the queried data point is determined and stored by blending the first curve and the second curve utilizing the input value of the queried data point and the weighting parameter value.
    Type: Grant
    Filed: April 9, 2009
    Date of Patent: April 3, 2012
    Assignee: International Business Machines Corporation
    Inventors: Emrah Acar, Damir Jamsek, Sani R. Nassif
  • Publication number: 20120046929
    Abstract: A mechanism is provided for reusing importance sampling for efficient cell failure rate estimation of process variations and other design considerations. First, the mechanism performs a search across circuit parameters to determine failures with respect to a set of performance variables. For a single failure region, the initial search may be a uniform sampling of the parameter space. Mixture importance sampling (MIS) efficiently may estimate the single failure region. The mechanism then finds a center of gravity for each metric and finds importance samples. Then, for each new origin corresponding to a process variation or other design consideration, the mechanism finds a suitable projection and recomputes new importance sampling (IS) ratios.
    Type: Application
    Filed: August 20, 2010
    Publication date: February 23, 2012
    Applicant: International Business Machines Corporation
    Inventors: Rajiv V. Joshi, Rouwaida N. Kanj, Sani R. Nassif, Carl J. Radens
  • Patent number: 8121822
    Abstract: In accordance with one embodiment, a plurality of empirical measurements of a fabricated integrated circuit including a fabricated transistor having multiple terminals is received. The plurality of empirical measurements each include an empirical terminal current set and an empirical terminal voltage set for the terminals of the fabricated transistor. A mathematical simulation model of a simulated transistor is also received. Utilizing the mathematical simulation model, an intermediate data set is calculated by determining, for each of a plurality of different terminal voltage sets, a simulated terminal current set and a simulated terminal charge set. A modeling tool processes the intermediate data set to obtain a time domain simulation model of the fabricated transistor that, for each of the plurality of empirical measurements, provides a simulated terminal charge set. The time domain simulation model is stored in a computer-readable data storage medium.
    Type: Grant
    Filed: April 9, 2009
    Date of Patent: February 21, 2012
    Assignee: International Business Machines Corporation
    Inventors: Emrah Acar, Kanak B. Agarwal, Damir Jamsek, Sani R. Nassif
  • Publication number: 20110225438
    Abstract: A computer program product for controlling a storage device using per-element selectable power supply voltages provides energy conservation in storage devices while maintaining a particular performance level. The storage device is partitioned into multiple elements, which may be sub-arrays, rows, columns or individual storage cells. Each element has a corresponding virtual power supply rail that is provided with a selectable power supply voltage. The power supply voltage provided to the virtual power supply rail for an element is set to the minimum power supply voltage unless a higher power supply voltage is required for the element to meet performance requirements. A control cell may be provided within each element that provides a control signal that selects the power supply voltage supplied to the corresponding virtual power supply rail. The state of the cell may be set via a fuse or mask, or values may be loaded into the control cells at initialization of the storage device.
    Type: Application
    Filed: May 25, 2011
    Publication date: September 15, 2011
    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Rajiv V. Joshi, Jente B. Kuang, Rouwaida N. Kanj, Sani R. Nassif, Hung Cai Ngo
  • Patent number: 7995418
    Abstract: A method and computer program product for controlling a storage device using per-element selectable power supply voltages provides energy conservation in storage devices while maintaining a particular performance level. The storage device is partitioned into multiple elements, which may be sub-arrays, rows, columns or individual storage cells. Each element has a corresponding virtual power supply rail that is provided with a selectable power supply voltage. The power supply voltage provided to the virtual power supply rail for an element is set to the minimum power supply voltage unless a higher power supply voltage is required for the element to meet performance requirements. A control cell may be provided within each element that provides a control signal that selects the power supply voltage supplied to the corresponding virtual power supply rail. The state of the cell may be set via a fuse or mask, or values may be loaded into the control cells at initialization of the storage device.
    Type: Grant
    Filed: March 6, 2009
    Date of Patent: August 9, 2011
    Assignee: International Business Machines Corporation
    Inventors: Rajiv V. Joshi, Jente B Kuang, Rouwaida N. Kanj, Sani R. Nassif, Hung Cai Ngo
  • Publication number: 20110154271
    Abstract: A method, computer program product, and data processing system for performing an improved optical proximity correction are disclosed, which better respect the electrical properties of the device being manufactured. A preferred embodiment of the present invention performs OPC by first dividing the perimeter of a mask region into a plurality of segments, then grouping the segments into at least two distinct groups, wherein segments in the first of these groups are adjusted in position so as to minimize edge placement error (EPE) when the photolithography using the mask is simulated. Segments in the second group are adjusted in position so as to minimize cumulative error in a dimension spanning the region, wherein the span of such dimension extends from segments in the first group to segments in the second group. Correction so obtained by this process more readily preserves the intended electrical behavior of the original device design.
    Type: Application
    Filed: December 17, 2009
    Publication date: June 23, 2011
    Applicant: IBM CORPORATION
    Inventors: Kanak B. Agarwal, Sani R. Nassif
  • Patent number: 7949482
    Abstract: A method, test circuit and test system provide measurements to accurately characterize threshold voltage changes due to negative bias temperature instability (NBTI) and positive bias temperature instability (PBTI). Both the bias temperature instability recovery profile and/or the bias temperature shifts due to rapid repetitions of stress application can be studied. In order to provide accurate measurements when stresses are applied at intervals on the order of tens of nanoseconds while avoiding unwanted recovery, and/or to achieve recovery profile sampling resolutions in the nanosecond range, multiple delay or ring oscillator frequency measurements are made using a delay line that is formed from delay elements that have delay variation substantially caused only by NBTI or PBTI effects. Devices in the delay elements are stressed, and then the delay line/ring oscillator is operated to measure a threshold voltage change for one or more measurement periods on the order of nanoseconds.
    Type: Grant
    Filed: June 19, 2008
    Date of Patent: May 24, 2011
    Assignee: International Business Machines Corporation
    Inventors: Fadi H. Gebara, Jerry D. Hayes, John P. Keane, Sani R. Nassif, Jeremy D. Schaub
  • Publication number: 20110074394
    Abstract: A method, test circuit and test system provide measurements to accurately characterize threshold voltage changes due to negative bias temperature instability (NBTI) and positive bias temperature instability (PBTI). Both the bias temperature instability recovery profile and/or the bias temperature shifts due to rapid repetitions of stress application can be studied. In order to provide accurate measurements when stresses are applied at intervals on the order of tens of nanoseconds while avoiding unwanted recovery, and/or to achieve recovery profile sampling resolutions in the nanosecond range, multiple delay or ring oscillator frequency measurements are made using a delay line that is formed from delay elements that have delay variation substantially caused only by NBTI or PBTI effects. Devices in the delay elements are stressed, and then the delay line/ring oscillator is operated to measure a threshold voltage change for one or more measurement periods on the order of nanoseconds.
    Type: Application
    Filed: December 8, 2010
    Publication date: March 31, 2011
    Applicant: International Business Machines Corporation
    Inventors: Fadi H. Gebara, Jerry D. Hayes, John P. Keane, Sani R. Nassif, Jeremy D. Schaub
  • Patent number: 7917316
    Abstract: A test system and computer program for measuring threshold voltage variation using a device array provides accurate threshold voltage distribution values for process verification and improvement. The test system and computer program control a characterization array circuit that imposes a fixed drain-source voltage and a constant channel current at individual devices within the array. Another circuit senses the source voltage of the individual device within the array. The statistical distribution of the threshold voltage is determined directly from the source voltage distribution by offsetting each source voltage by a value determined by completely characterizing one or more devices within the array. The resulting methodology avoids the necessity of otherwise characterizing each device within the array, thus reducing measurement time dramatically.
    Type: Grant
    Filed: June 26, 2008
    Date of Patent: March 29, 2011
    Assignee: International Business Machines Corporation
    Inventors: Kanak B. Agarwal, Sani R. Nassif
  • Publication number: 20110054856
    Abstract: Mechanisms are provided for modeling a plurality of devices of an integrated circuit design as a single statistically equivalent wide device. An integrated circuit design is analyzed to identify a portion of the integrated circuit design having the plurality of devices. For the plurality of devices, a statistical model of a single statistically equivalent wide device is generated which has a statistical distribution of at least one operating characteristic of the single statistically equivalent wide device that captures statistical operating characteristic distributions of individual devices in the plurality of devices. At least one statistical operating characteristic of the single statistically equivalent wide device is a complex non-linear function of the statistical operating characteristics of the individual devices. The integrated circuit design is modeled using the single statistically equivalent wide device.
    Type: Application
    Filed: September 1, 2009
    Publication date: March 3, 2011
    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Rajiv V. Joshi, Rouwaida N. Kanj, Sani R. Nassif
  • Publication number: 20110035709
    Abstract: A mechanism is provided for optimizing a photolithograph mask. A given target pattern is received. An initial fictitious mask is generated from the given target pattern and an initial value of ?2 is selected where the initial value of ?2 is used to determine a light intensity and a wafer image. The light intensity for each pixel in the initial fictitious mask and the wafer image for each pixel in the initial fictitious mask are then determined. A determination is then made as to whether a convergence has been achieved by comparing the wafer image generated from the fictitious mask to the given target pattern. Responsive to a convergence of the wafer image generated from the fictitious mask to the given target pattern, a final mask is generated to use to transfer an image to a wafer.
    Type: Application
    Filed: August 5, 2009
    Publication date: February 10, 2011
    Applicant: International Business Machines Corporation
    Inventors: Ying Liu, Sani R. Nassif, Xiaokang Shi
  • Patent number: 7885798
    Abstract: A method for circuit simulation using a netlist in which a first device having an unmodeled, nonlinear behavior is modified by inserting a second device which has a nonlinear response approximating the unmodeled nonlinear behavior. The first device may be for example a first transistor and the second device may be a variable current source, in particular one whose current is modeled after a floating transistor template which represents gate leakage current of the first transistor (gate-to-source or gate-to-drain). During simulation of the circuit a parameter such as a gate-to-source voltage of the second transistor is controlled to model gate leakage. The model parameters can be a function of an effective quantum mechanical oxide thickness value of a gate of the first transistor technology.
    Type: Grant
    Filed: May 10, 2007
    Date of Patent: February 8, 2011
    Assignee: International Business Machines Corporation
    Inventors: Rajiv V. Joshi, Rouwaida N. Kanj, Ying Liu, Sani R. Nassif, Jayakumaran Sivagnaname
  • Publication number: 20100333049
    Abstract: Mechanism are provided for model-based retargeting of photolithographic layouts. An optical proximity correction is performed on a set of target patterns for a predetermined number of iterations until a counter value exceeds a maximum predetermined number of iterations in order to produce a set of optical proximity correction mask shapes. A set of lithographic contours is generated for each of the set of optical proximity correction mask shapes in response to the counter value exceeding the maximum predetermined number of iterations. A normalized image log slope (NILS) extraction is performed on the set of target shapes and use the set of lithographic contours to produce NILS values. The set of target patterns is modified based on the NILS values in response to the NILS values failing to be within a predetermined limit. The steps are repeated until the NILS values are within the predetermined limit.
    Type: Application
    Filed: June 26, 2009
    Publication date: December 30, 2010
    Applicant: International Business Machines Corporation
    Inventors: Kanak B. Agarwal, Shayak Banerjee, Sani R. Nassif
  • Publication number: 20100313070
    Abstract: A failure probability for a system having multi-fail regions is computed by generating failure directions in a space whose dimensions are the system parameters under consideration. The failure directions are preferably uniform, forming radial slices. The failure directions may be weighted. The radial slices have fail boundaries defining fail regions comparable to broken shells. The distribution of the system parameters is integrated across the broken shell regions to derive a failure contribution for each failure direction. The failure probability is the sum of products of each failure contribution and its weight. Failure contributions are computed using equivalent expressions dependent on the number of dimensions, which can be used to build lookup tables for normalized fail boundary radii. The entire process can be iteratively repeated with successively increasing failure directions until the failure probability converges.
    Type: Application
    Filed: June 3, 2009
    Publication date: December 9, 2010
    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Rajiv V. Joshi, Rouwaida N. Kanj, Zhuo Li, Sani R. Nassif