摘要:
The present invention provides a method and apparatus for multivariate fault identification and classification. The method includes accessing data indicative of a plurality of physical parameters associated with a plurality of processed semiconductor wafers and providing at least one summary report including information indicative of at least one univariate representation of the accessed data and at least one multivariate representation of the accessed data.
摘要:
A method includes receiving a first set of parameters associated with a plurality of die. A first die performance metric associated with a selected die is determined based on the first set of parameters. At least one neighborhood die performance metric associated with a set comprised of a plurality of die that neighbor the selected die is determined based on the first set of parameters. A second die performance metric is determined for the selected die based on the first die performance metric and the neighborhood die performance metric.
摘要:
A method includes receiving a first set of parameters associated with a plurality of die. A first die performance metric associated with a selected die is determined based on the first set of parameters. At least one neighborhood die performance metric associated with a set comprised of a plurality of die that neighbor the selected die is determined based on the first set of parameters. A second die performance metric is determined for the selected die based on the first die performance metric and the neighborhood die performance metric.
摘要:
A method for identifying faults in a semiconductor fabrication process includes storing measurements for a plurality of parameters of a wafer in the semiconductor fabrication process. A first subset of the parameters is selected. The subset is associated with a feature formed on the wafer. A principal component analysis model is applied to the first subset to generate a performance metric. A fault condition with the wafer is identified based on the performance metric. A system includes a data store and a fault monitor. The data store is adapted to store measurements for a plurality of parameters of a wafer in a semiconductor fabrication process. The fault monitor is adapted to select a first subset of the parameters, the subset being associated with a feature formed on the wafer, apply a principal component analysis model to the first subset to generate a performance metric, and identify a fault condition with the wafer based on the performance metric.
摘要:
A method includes receiving a first set of parameters associated with a subset of a plurality of die on a wafer subjected to testing. The first set of data is expanded to generate estimated values for the first set of parameters for at least one untested die not included in the subset. A die health metric is determined for at least a portion of the plurality of die based on the first set of parameters including the estimated values.
摘要:
A method, apparatus, and a system for determining a control thread based upon a process result are provided. At least one post-process parameter is received. The post parameter relates to a first workpiece upon which a plurality of processes have been performed by a plurality of processing tools. A combination of at least a portion of the plurality of processing tools is selected based upon the post-process parameter.
摘要:
A test structure for use in determining an effective channel length of a transistor is disclosed herein. The test structure comprises a first resistor comprised of a first doped region formed in a semiconducting substrate between a first pair of spaced-apart structures positioned above the substrate, the first resistor having a first width defined by the spacing between the first pair of structures, a second resistor comprised of a second doped region formed in the substrate between a second pair of spaced-apart structures positioned above the substrate, the second resistor having a second width defined by the spacing between the second pair of structures, the second width being greater than the first width, and a plurality of conductive contacts electrically coupled to each of the first and second doped regions. The method disclosed herein comprises determining the extent of lateral encroachment of the doped regions under the structures based upon the following formula: &Dgr;w=(R1W1 −R2W2)/(R1−R2). The effective channel length of the transistor may be determined by subtracting the &Dgr;w value from the length of the gate electrode.
摘要:
An integrated circuit fabrication process is provided in which an elevated doped polysilicon structure may be formed. The elevated structure may serve as a junction area of a transistor formed entirely within and upon the elevated polysilicon. The elevated structure frees up space within the lower level substrate for additional transistors and/or lateral interconnect, a benefit of which is to promote higher packing density within the integrated circuit. A transistor is provided which includes a gate conductor spaced between a pair of junctions. A primary interlevel dielectric is deposited across the transistor. A polysilicon structure is formed within a select portion of the upper surface of the primary interlevel dielectric. The polysilicon structure is a spaced distance above and a lateral distance from the transistor. A dopant is implanted into the polysilicon structure. A secondary interlevel dielectric is deposited across the primary interlevel dielectric and the doped polysilicon structure. Select portions of the primary and secondary interlevel dielectrics are then removed to expose one of the junctions and a portion of the doped polysilicon structure arranged proximate this junction. An interconnect is formed contiguously between the junction and the polysilicon structure by depositing a conductive material within the removed portions.
摘要:
In an IGFET device having at least one source/drain region with a lightly-doped sub-region proximate a channel region, the source/drain regions are formed by first implanting ions with parameters to form lightly-doped source/drain regions. A high density plasma deposition provides at least one spacer having preselected characteristics. As a result of the spacer characteristics, an ion implantation with parameters to form normally-doped source/drain regions is shadowed by the spacer. A portion of the source/drain region shadowed by the spacer results in a lightly-doped source/drain sub-region proximate the channel region. According to a second embodiment of the invention, the ion implantation resulting in the lightly-doped source/drain regions is eliminated. Instead, the spacer(s) formed by the high density plasma deposition and subsequent etching process only partially shadows the ion implantation that would otherwise result in normal doping of the source/drain regions. The parameters of the spacer(s) resulting from the high density plasma deposition and subsequent etching process result in a lightly-doped source/drain sub-region proximate the channel region. The shadowing of the spacer decreases with distance from the gate structure and results in a normal doping level for the portion of the source/drain terminal not shadowed by the spacer.
摘要:
An integrated circuit fabrication process is provided in which an elevated doped polysilicon structure may be formed and isolated from another polysilicon structure lying in the same elevated plane. The elevated structure may serve as a junction area of a transistor formed entirely within and upon the elevated polysilicon. The elevated structure frees up space within the lower level substrate for additional transistors and/or lateral interconnect, a benefit of which is to promote higher packing density within the integrated circuit. A first transistor is provided which is disposed upon and within a silicon-based substrate. A primary interlevel dielectric is deposited across the transistor and the substrate. Polysilicon may then be deposited across the primary interlevel dielectric and doped using ion implantation. A second transistor may be formed upon and within a portion of the polysilicon layer. The second transistor has a pair of implant regions spaced from each other by a gate conductor and a pair of oxide spacers arranged on opposed sidewall surfaces of the gate conductor. Part of the polysilicon layer is removed such that polysilicon only extends under the gate conductor and terminates a pre-defined distance from each of the pair of oxide spacers. A pair of junctions remain for the second transistor that are defined between an etched lateral edge and an oxide spacer. A second interlevel dielectric may be deposited across the second transistor and exposed areas of the primary interlevel dielectric to isolate the transistor from other active devices.