Abstract: An aspect of the invention includes reading a scale in image data representing an image of physical characteristics and resizing at least a portion of the image data to align with target image data representing a target image based at least in part on the scale to form resized image data representing one or more resized images. Noise reduction is applied to the resized image data to produce test image data representing one or more test images. A best fit analysis is performed on the test image data with respect to the target image data. Test image data having the best fit are stored with training image data representing classification training images indicative of one or more recognized features. An anomaly in unclassified image data representing an unclassified image is identified based at least in part on an anomaly detector as trained using the classification training images.

Abstract: A semiconductor device includes a plurality of stacked gate regions spaced apart from each other on a substrate, a plurality of first epitaxial source/drain regions between the plurality of stacked gate regions, wherein the first epitaxial source/drain regions extend from sides of the plurality of stacked gate regions in a first doped region, a plurality of second epitaxial source/drain regions between the plurality of stacked gate regions and positioned over the first epitaxial source/drain regions, wherein the second epitaxial source/drain regions extend from sides of the plurality of stacked gate regions in a second doped region, and a contact region extending through a second epitaxial source/drain region of the plurality of second epitaxial source/drain regions to a first epitaxial source/drain region of the plurality of first epitaxial source/drain regions.

Abstract: A semiconductor device includes a plurality of stacked gate regions spaced apart from each other on a substrate, a plurality of first epitaxial source/drain regions between the plurality of stacked gate regions, wherein the first epitaxial source/drain regions extend from sides of the plurality of stacked gate regions in a first doped region, a plurality of second epitaxial source/drain regions between the plurality of stacked gate regions and positioned over the first epitaxial source/drain regions, wherein the second epitaxial source/drain regions extend from sides of the plurality of stacked gate regions in a second doped region, and a contact region extending through a second epitaxial source/drain region of the plurality of second epitaxial source/drain regions to a first epitaxial source/drain region of the plurality of first epitaxial source/drain regions.

Abstract: A semiconductor device includes a first nanosheet stack, a second nanosheet stack, and a third nanosheet stack arranged on a substrate. The semiconductor device includes a gate arranged on the first nanosheet stack, the second nanosheet stack, and the third nanosheet stack. The semiconductor device includes a channel extending through the gate and from the first nanosheet stack, the second nanosheet stack, and to the third nanosheet stack in a serpentine fashion. The semiconductor device includes a first source/drain and a second source/drain arranged on opposing sides of the gate.

Abstract: A method of forming a vertical transport fin field effect transistor (VT FinFET), including, forming a plurality of vertical fins on a substrate, forming a sacrificial liner on at least two of the plurality of vertical fins, forming sidewall spacers on the vertical surfaces of the sacrificial liner, wherein the sidewall spacers are on opposite sides of the at least two of the plurality of vertical fins, and removing a portion of the sacrificial liner to form an l-shaped channel adjacent to each of the at least two of the plurality of vertical fins.

Abstract: A semiconductor structure is provided that includes a pFET gate-all-around nanosheet structure and an nFET gate-all-around nanosheet structure integrated together on the same substrate. The pFET gate-all-around nanosheet structure contains a nickel monosilicide gate electrode layer that does not introduce strain into each suspended semiconductor channel material nanosheet of a first vertical stack of suspended semiconductor channel material nanosheets. The nFET gate-all-around nanosheet structure contains a Ni3Si gate electrode layer that introduces strain into each suspended semiconductor channel material nanosheet of a second vertical stack of suspended semiconductor channel material nanosheets.

Abstract: A method includes forming a gate on a first fin, a second fin, and a third fin arranged on a substrate. The method includes depositing a semiconductor material on the first fin, the second fin, and the third fin. The method further includes depositing an interlayer dielectric (ILD) on the first fin, the second fin, and the third fin. The method further includes forming a first trench and a second trench through the ILD on a first side of the gate, and a third trench and a fourth trench through the ILD on a second side of the gate, the second trench coupling the second fin to the third fin, and the third trench coupling the first fin to the second fin. The method includes depositing a metal in the first trench, the second trench, the third trench, and the fourth trench.

Abstract: A semiconductor device includes a first nanosheet stack, a second nanosheet stack, and a third nanosheet stack arranged on a substrate. The semiconductor device includes a gate arranged on the first nanosheet stack, the second nanosheet stack, and the third nanosheet stack. The semiconductor device includes a channel extending through the gate and from the first nanosheet stack, the second nanosheet stack, and to the third nanosheet stack in a serpentine fashion. The semiconductor device includes a first source/drain and a second source/drain arranged on opposing sides of the gate.

Abstract: A semiconductor devices and methods of forming the same include forming a layer of activating material on sidewalls of a stack of alternating layers of channel material and sacrificial material. The layer of activating material is annealed to cause the activating material to react with the sacrificial material and to form insulating spacers at ends of the layers of sacrificial material. The layer of activating material is etched away to expose ends of the layers of channel material. Source/drain regions are formed on the ends of the layers of channel material.

Abstract: A semiconductor structure containing a gate-all-around nanosheet field effect transistor having a self-limited inner spacer composed of a rare earth doped germanium dioxide that provides source/drain isolation between rare earth metal silicide ohmic contacts is provided.

Abstract: A semiconductor structure includes a substrate, an isolation layer disposed over the substrate, a plurality of nanosheet channels, interfacial layers surrounding each of the nanosheet channels, and dielectric layers surrounding each of the interfacial layers. The plurality of nanosheet channels includes first and second sets of two or more nanosheet channels for first and second NFETs and third and fourth sets of two or more nanosheet channels for first and second PFETs. The interfacial layers surrounding the first and third sets of nanosheet channels for the first NFET and the first PFET have a first thickness, and interfacial layers surrounding the second and fourth sets of nanosheets channels for the second NFET and the second PFET have a second thickness smaller than the first thickness. The first NFET has a higher threshold voltage than the second NFET, and the first PFET has a lower threshold voltage than the second PFET.

Abstract: Vertical transport field effect transistors (FETs) having improved device performance are provided. Notably, vertical transport FETs having a gradient threshold voltage are provided. The gradient threshold voltage is provided by introducing a threshold voltage modifying dopant into a physically exposed portion of a metal gate layer composed of an n-type workfunction TiN. The threshold voltage modifying dopant changes the threshold voltage of the original metal gate layer.

Abstract: A method includes forming a gate on a first fin, a second fin, and a third fin arranged on a substrate. The method includes depositing a semiconductor material on the first fin, the second fin, and the third fin. The method further includes depositing an interlayer dielectric (ILD) on the first fin, the second fin, and the third fin. The method further includes forming a first trench and a second trench through the ILD on a first side of the gate, and a third trench and a fourth trench through the ILD on a second side of the gate, the second trench coupling the second fin to the third fin, and the third trench coupling the first fin to the second fin. The method includes depositing a metal in the first trench, the second trench, the third trench, and the fourth trench.

Abstract: Semiconductor devices and method of forming the same include forming a stack of vertically aligned, alternating layers including sacrificial layers and channel layers. The sacrificial layers are recessed relative to the channel layers to form recesses. A dual-layer dielectric is deposited. The dual-layer dielectric includes a first dielectric material formed conformally on surfaces of the recesses and a second dielectric material filling a remainder of the recesses. The first dielectric material is recessed relative to the second dielectric material. The second dielectric material is etched away to create air gaps. Outer spacers are formed using a third dielectric material that pinches off, preventing the third dielectric material from filling the air gaps.

Abstract: A method of forming a vertical transport fin field effect transistor (VT FinFET), including, forming a plurality of vertical fins on a substrate, forming a sacrificial liner on at least two of the plurality of vertical fins, forming sidewall spacers on the vertical surfaces of the sacrificial liner, wherein the sidewall spacers are on opposite sides of the at least two of the plurality of vertical fins, and removing a portion of the sacrificial liner to form an l-shaped channel adjacent to each of the at least two of the plurality of vertical fins.

Abstract: A semiconductor device includes a plurality of stacked gate regions spaced apart from each other on a substrate, a plurality of first epitaxial source/drain regions between the plurality of stacked gate regions, wherein the first epitaxial source/drain regions extend from sides of the plurality of stacked gate regions in a first doped region, a plurality of second epitaxial source/drain regions between the plurality of stacked gate regions and positioned over the first epitaxial source/drain regions, wherein the second epitaxial source/drain regions extend from sides of the plurality of stacked gate regions in a second doped region, and a contact region extending through a second epitaxial source/drain region of the plurality of second epitaxial source/drain regions to a first epitaxial source/drain region of the plurality of first epitaxial source/drain regions.

Abstract: A semiconductor structure including vertically stacked nFETs and pFETs containing suspended semiconductor channel material nanosheets having an isolation layer located between a pFET S/D structure and an nFET S/D region is provided together with a method of forming such a structure. The pFET S/D structure includes a pFET S/D SiGe region having a first germanium content and an overlying SiGe region having a second germanium content that is greater than the first germanium content.

Abstract: A semiconductor structure is provided that includes a pFET device including a first functional gate structure containing at least a p-type work function metal and present on physically exposed surfaces, and between, each Si channel material nanosheet of a first set of vertically stacked and suspended Si channel material nanosheets. The structure further includes an nFET device stacked vertically above the pFET device. The nFET device includes a second functional gate structure containing at least an n-type work function metal present on physically exposed surfaces, and between, each Si channel material nanosheet of a second set of vertically stacked and suspended Si channel material nanosheets.

Abstract: A semiconductor structure having electrostatic control and a low threshold voltage is provided. The structure includes an nFET containing vertically stacked and suspended Si channel material nanosheets stacked vertically above a pFET containing vertically stacked and suspended SiGe channel material nanosheets. The vertically stacked nFET and pFET include a single work function metal.

Abstract: A method for forming a nanosheet semiconductor device includes forming a nanosheet stack comprising channel nanosheets. The method includes depositing silicon on the nanosheet stack, the silicon completely filling a space between adjacent channel nanosheets. The method includes etching the silicon. The method includes exposing the nanosheet stack to a gas phase heat treatment.