Abstract: An apparatus and a method for neural network computation are provided. The apparatus for neural network computation includes a first neuron circuit and a second neuron circuit. The first neuron circuit is configured to execute a neural network computation of at least one computing layer with a fixed feature pattern in a neural network algorithm. The second neuron circuit is configured to execute the neural network computation of at least one computing layer with an unfixed feature pattern in the neural network algorithm. The performance of the first neuron circuit is greater than that of the second neuron circuit.

Abstract: A data feature augmentation system and method for a low-precision neural network are provided. The data feature augmentation system includes a first time difference unit. The first time difference unit includes a first sample-and-hold circuit and a subtractor. The first sample-and-hold circuit is used for receiving an input signal and obtaining a first signal according to the input signal. The first signal is related to a first leakage rate of the first sample-and-hold circuit and the first signal is the signal generated by delaying the input signal by one time unit. The subtractor is used for performing subtraction on the input signal and the first signal to obtain a time difference signal. The input signal and the time difference signal are inputted to the low-precision neural network.

Abstract: A semiconductor device includes a substrate; a fin protruding above the substrate, the fin including a compound semiconductor material that includes a semiconductor material and a first dopant, the first dopant having a different lattice constant than the semiconductor material, where a concentration of the first dopant in the fin changes along a first direction from an upper surface of the fin toward the substrate; a gate structure over the fin; a channel region in the fin and directly under the gate structure; and source/drain regions on opposing sides of the gate structure, the source/drain regions including a second dopant, where a concentration of the second dopant at a first location within the channel region is higher than that at a second location within the channel region, where the concentration of the first dopant at the first location is lower than that at the second location.

Abstract: A semiconductor device structure, along with methods of forming such, are described. The structure includes a source/drain epitaxial feature disposed over a substrate, and the source/drain epitaxial feature includes about 0.002 atomic percent to about 0.02 atomic percent of aluminum. The structure further includes a first semiconductor layer in contact with the source/drain epitaxial feature and a gate electrode layer disposed over the first semiconductor layer.

Abstract: A wafer includes chips, a scribe lane, a metal layer and an inhibitor made of a nonconductive material. The metal layer is provided on the scribe lane and the chip located next to the scribe lane. The inhibitor covers the scribe lane and the chip next to the scribe line and includes a first removed part and an inhibition part which are located above a second removed part and a residual part of the metal layer, respectively. The scribe lane, the first and second removed parts are removed, and the inhibition part and the residual part are retained on each of the chips after a wafer cutting process. The inhibitor is provided to prevent the residual part of the metal layer from being lifted up or generating a metal burr during the wafer cutting process.

Abstract: A method for forming a semiconductor device includes patterning a substrate to form a strip including a first semiconductor material, forming an isolation region along a sidewall of the strip, an upper portion of the strip extending above the isolation region, forming a dummy structure along sidewalls and a top surface of the upper portion of the strip, performing a first etching process on an exposed portion of the upper portion of the strip to form a first recess, the exposed portion of the strip being exposed by the dummy structure, after performing the first etching process, reshaping the first recess to have a V-shaped bottom surface using a second etching process, wherein the second etching process is selective to first crystalline planes having a first orientation relative to second crystalline planes having a second orientation, and epitaxially growing a source/drain region in the reshaped first recess.

Abstract: A FinFET device and a method of forming the same are provided. The method includes forming semiconductor strips over a substrate. Isolation regions are formed over the substrate and between adjacent semiconductor strips. A first recess process is performed on the isolation regions to expose first portions of the semiconductor strips. The first portions of the semiconductor strips are reshaped to form reshaped first portions of the semiconductor strips. A second recess process is performed on the isolation regions to expose second portions of the semiconductor strips below the reshaped first portions of the semiconductor strips. The second portions of the semiconductor strips are reshaped to form reshaped second portions of the semiconductor strips. The reshaped first portions of the semiconductor strips and the reshaped second portions of the semiconductor strips form fins. The fins extend away from topmost surfaces of the isolation regions.

Abstract: Various embodiments of the present disclosure provide a semiconductor device structure. In one embodiment, the semiconductor device structure includes a first source/drain feature and a second source/drain feature, a plurality of semiconductor layers vertically stacked and disposed between the first and second source/drain features, a gate electrode layer surrounding a portion of each of the plurality of the semiconductor layers, and an interfacial layer (IL) disposed between the gate electrode layer and one of the plurality of the semiconductor layers, wherein a topmost semiconductor layer of the plurality of the semiconductor layers has a first length, and the IL has a second length greater than the first length.

Abstract: The present disclosure describes a semiconductor device includes a substrate, a buffer layer on the substrate, and a stacked fin structure on the buffer layer. The buffer layer can include germanium, and the stacked fin structure can include a semiconductor layer with germanium and tin. The semiconductor device further includes a gate structure wrapped around a portion of the semiconductor layer and an epitaxial structure on the buffer layer and in contact with the semiconductor layer. The epitaxial structure includes germanium and tin.

Abstract: In a method of manufacturing a semiconductor device, a fin structure in which first semiconductor layers and second semiconductor layers are alternately stacked is formed, a sacrificial gate structure is formed over the fin structure, a source/drain region of the fin structure, which is not covered by the sacrificial gate structure, is etched, thereby forming a source/drain space, the first semiconductor layers are laterally etched through the source/drain space, and a source/drain epitaxial layer is formed in the source/drain space. An inner spacer made of a dielectric material is formed on an end of each of the etched first semiconductor layers and at least one of the spacer has width changes along vertical direction of device. At least one of the first semiconductor layers has a composition different from another of the first semiconductor layers.

Abstract: A method for manufacturing a semiconductor structure includes: forming a channel portion on a fin portion; forming two source/drain portions on the fin portion and at two opposite sides of the channel portion, in which each of the two source/drain portions includes a first semiconductor material that is doped with dopant impurities; and forming two bottom portions each of which is disposed between the fin portion and a corresponding one of the two source/drain portions, in which each of the two bottom portions includes a second semiconductor material that is different from the first semiconductor material and that is capable of trapping the dopant impurities when the dopant impurities in the first semiconductor material diffuse toward the fin portion.

Abstract: Methods are disclosed for forming a multi-layer structure including highly controlled diffusion interfaces between alternating layers of different semiconductor materials. According to embodiments, during a deposition of semiconductor layers, the process is controlled to remain at low temperatures such that an inter-diffusion rate between the materials of the deposited layers is managed to provide diffusion interfaces with abrupt Si/SiGe interfaces. The highly controlled interfaces and first and second layers provide a multi-layer structure with improved etching selectivity. In an embodiment, a gate all-around (GAA) transistor is formed with horizontal nanowires (NWs) from the multi-layer structure with improved etching selectivity. In embodiments, horizontal NWs of a GAA transistor may be formed with substantially the same size diameters and silicon germanium (SiGe) NWs may be formed with “all-in-one” silicon (Si) caps.

Abstract: A source/drain region of a semiconductor device is formed using an epitaxial growth process. In an embodiment a first step comprises forming a bulk region of the source/drain region using a first precursor, a second precursor, and an etching precursor. A second step comprises cleaning the bulk region with the etchant along with introducing a shaping dopant to the bulk region in order to modify the crystalline structure of the exposed surfaces. A third step comprises forming a finishing region of the source/drain region using the first precursor, the second precursor, and the etching precursor.

Abstract: The present disclosure describes a semiconductor device includes a substrate, a buffer layer on the substrate, and a stacked fin structure on the buffer layer. The buffer layer can include germanium, and the stacked fin structure can include a semiconductor layer with germanium and tin. The semiconductor device further includes a gate structure wrapped around a portion of the semiconductor layer and an epitaxial structure on the buffer layer and in contact with the semiconductor layer. The epitaxial structure includes germanium and tin.

Abstract: A method for forming a semiconductor device includes patterning a substrate to form a strip including a first semiconductor material, forming an isolation region along a sidewall of the strip, an upper portion of the strip extending above the isolation region, forming a dummy structure along sidewalls and a top surface of the upper portion of the strip, performing a first etching process on an exposed portion of the upper portion of the strip to form a first recess, the exposed portion of the strip being exposed by the dummy structure, after performing the first etching process, reshaping the first recess to have a V-shaped bottom surface using a second etching process, wherein the second etching process is selective to first crystalline planes having a first orientation relative to second crystalline planes having a second orientation, and epitaxially growing a source/drain region in the reshaped first recess.

Abstract: A semiconductor device includes semiconductor wires or sheets disposed over a substrate, a source/drain epitaxial layer in contact with the semiconductor wires or sheets, a gate dielectric layer disposed on and wrapping around each channel region of the semiconductor wires or sheets, a gate electrode layer disposed on the gate dielectric layer and wrapping around each channel region, and insulating spacers disposed in spaces, respectively. The spaces are defined by adjacent semiconductor wires or sheets, the gate electrode layer and the source/drain region. The source/drain epitaxial layer includes multiple doped SiGe layers having different Ge contents and at least one of the source/drain epitaxial layers is non-doped SiGe or Si.

Abstract: In a method of manufacturing a semiconductor device, a fin structure in which first semiconductor layers and second semiconductor layers are alternately stacked is formed, a sacrificial gate structure is formed over the fin structure, a source/drain region of the fin structure, which is not covered by the sacrificial gate structure, is etched, thereby forming a source/drain space, the first semiconductor layers are laterally etched through the source/drain space, and a source/drain epitaxial layer is formed in the source/drain space. An inner spacer made of a dielectric material is formed on an end of each of the etched first semiconductor layers and at least one of the spacer has width changes along vertical direction of device. At least one of the first semiconductor layers has a composition different from another of the first semiconductor layers.

Abstract: In some implementations, a control device may determine a spacing measurement in a first dimension between a wafer on a susceptor and a pre-heat ring of a semiconductor processing tool and/or a gapping measurement in a second dimension between the wafer and the pre-heat ring, using one or more images captured in situ during a process by at least one optical sensor. Accordingly, the control device may generate a command based on a setting associated with the process being performed by the semiconductor processing tool and the spacing measurement and/or the gapping measurement. The control device may provide the command to at least one motor to move the susceptor.

Abstract: A FinFET device and a method of forming the same are provided. The method includes forming semiconductor strips over a substrate. Isolation regions are formed over the substrate and between adjacent semiconductor strips. A first recess process is performed on the isolation regions to expose first portions of the semiconductor strips. The first portions of the semiconductor strips are reshaped to form reshaped first portions of the semiconductor strips. A second recess process is performed on the isolation regions to expose second portions of the semiconductor strips below the reshaped first portions of the semiconductor strips. The second portions of the semiconductor strips are reshaped to form reshaped second portions of the semiconductor strips. The reshaped first portions of the semiconductor strips and the reshaped second portions of the semiconductor strips form fins. The fins extend away from topmost surfaces of the isolation regions.

Abstract: A semiconductor structure includes a substrate, a semiconductor fin extending from the substrate, and a silicon germanium (SiGe) epitaxial feature disposed over the semiconductor fin. A gallium-implanted layer is disposed over a top surface of the SiGe epitaxial feature, and a silicide feature is disposed over and in contact with the gallium-implanted layer.