Abstract: Various example embodiments are described in which an anisotropic encoder-decoder convolutional neural network architecture is employed to process multiparametric magnetic resonance images for the generation of cancer predication maps. In some example embodiments, a simplified anisotropic encoder-decoder convolutional neural network architecture may include an encoder portion that is deeper than a decoder portion. In some example embodiments, simplified network architectures may be combined with test-time-augmentation in order to facilitate training and testing with a minimal number of test subjects.

Abstract: A semiconductor device includes a series of metal routing layers and a complementary pair of planar field-effect transistors (FETs) on an upper metal routing layer of the metal routing layers. The upper metal routing layer is M3 or higher. Each of the FETs includes a channel region of a crystalline material. The crystalline material may include polycrystalline silicon. The upper metal routing layer M3 or higher may include cobalt.

Abstract: Various example embodiments are described in which an anisotropic encoder-decoder convolutional neural network architecture is employed to process multiparametric magnetic resonance images for the generation of cancer predication maps. In some example embodiments, a simplified anisotropic encoder-decoder convolutional neural network architecture may include an encoder portion that is deeper than a decoder portion. In some example embodiments, simplified network architectures may be combined with test-time-augmentation in order to facilitate training and testing with a minimal number of test subjects.

Abstract: A method for characterizing a material for use in a semiconductor device and the semiconductor device using the material are described. The material has a unit cell and a crystal structure. The method includes determining a figure of merit (FOM) for the material using only forward conducting modes for the unit cell. The FOM is a resistivity multiplied by a mean free path. The FOM may be used to determine a suitability of the material for use in the semiconductor device.

Abstract: A semiconductor device includes a series of metal routing layers and a complementary pair of planar field-effect transistors (FETs) on an upper metal routing layer of the metal routing layers. The upper metal routing layer is M3 or higher. Each of the FETs includes a channel region of a crystalline material. The crystalline material may include polycrystalline silicon. The upper metal routing layer M3 or higher may include cobalt.

Abstract: A semiconductor device includes a series of metal routing layers and a complementary pair of planar field-effect transistors (FETs) on an upper metal routing layer of the metal routing layers. The upper metal routing layer is M3 or higher. Each of the FETs includes a channel region of a crystalline material. The crystalline material may include polycrystalline silicon. The upper metal routing layer M3 or higher may include cobalt.

Abstract: A diffusion barrier and a method to form the diffusion bather are disclosed. A trench structure is formed in an Inter Layer Dielectric (ILD). The ILD comprises a dielectric matrix having a first density. A dopant material layer is formed on the trench structure in which the dopant material layer comprises atoms of at least one of a rare-earth element. The ILD and the trench structure are annealed to form a dielectric matrix comprising a second density in one or more regions of the ILD on which the dopant material layer was formed that is greater than the first density. After annealing, the dielectric matrix comprising the second density includes increased bond lengths of oxygen-silicon bonds and/or oxygen-semiconductor bonds, increased bond angles of oxygen-silicon bonds and/or oxygen-semiconductor material bonds, and pores in the dielectric matrix are sealed compared to the dielectric matrix comprising the first density.

Abstract: A method for characterizing a material for use in a semiconductor device and the semiconductor device using the material are described. The material has a unit cell and a crystal structure. The method includes determining a figure of merit (FOM) for the material using only forward conducting modes for the unit cell. The FOM is a resistivity multiplied by a mean free path. The FOM may be used to determine a suitability of the material for use in the semiconductor device.

Abstract: A system of unipolar digital logic. Ferroelectric field effect transistors having channels of a first polarity, are combined, in circuits, with simple field effect transistors having channels of the same polarity, to form logic gates and/or memory cells.

Abstract: A system of unipolar digital logic. Ferroelectric field effect transistors having channels of a first polarity, are combined, in circuits, with simple field effect transistors having channels of the same polarity, to form logic gates and/or memory cells.

Abstract: A semiconductor device includes a series of metal routing layers and a complementary pair of planar field-effect transistors (FETs) on an upper metal routing layer of the metal routing layers. The upper metal routing layer is M3 or higher. Each of the FETs includes a channel region of a crystalline material. The crystalline material may include polycrystalline silicon. The upper metal routing layer M3 or higher may include cobalt.

Abstract: A method for fabricating a fin field effect transistor (finFET) device with a strained channel. During fabrication, after the fin is formed, a dummy gate is deposited on the fin, and processed, e.g., by plasma doping and annealing, to cause stress in the dummy gate. Deep source drain (SD) recesses are formed, resulting in strain in the channel, and SD structures are formed to anchor the ends of the fin. The dummy gate is then removed.

Abstract: A method for fabricating a fin field effect transistor (finFET) device with a strained channel. During fabrication, after the fin is formed, a dummy gate is deposited on the fin, and processed, e.g., by plasma doping and annealing, to cause stress in the dummy gate. Deep source drain (SD) recesses are formed, resulting in strain in the channel, and SD structures are formed to anchor the ends of the fin. The dummy gate is then removed.

Abstract: A vertical field effect device includes a substrate and a vertical channel including InxGa1-xAs on the substrate. The vertical channel includes a pillar that extends from the substrate and includes opposing vertical surfaces. The device further includes a stressor layer on the opposing vertical surfaces of the vertical channel. The stressor layer includes a layer of epitaxial crystalline material that is epitaxially formed on the vertical channel and that has lattice constant in a vertical plane corresponding to one of the opposing vertical surfaces of the vertical channel that is greater than a corresponding lattice constant of the vertical channel.

Abstract: A method is disclosed to form a metal-oxysilicate diffusion barrier for a damascene metallization. A trench is formed in an Inter Layer Dielectric (ILD) material. An oxysilicate formation-enhancement layer comprising silicon, carbon, oxygen, a constituent component of the ILD, or a combination thereof, is formed in the trench. A barrier seed layer is formed on the oxysilicate formation-enhancement layer comprising an elemental metal selected from a first group of elemental metals in combination with an elemental metal selected from a second group of elemental metals. An elemental metal in the second group is immiscible in copper or an alloy thereof, has a diffusion constant greater than a self-diffusion of copper or an alloy thereof; does not reducing silicon-oxygen bonds during oxysilicate formation; and promotes adhesion of copper or an alloy of copper to the metal-oxysilicate barrier diffusion layer. The structure is then annealed to form a metal-oxysilicate diffusion barrier.

Abstract: A vertical field effect device includes a substrate and a vertical channel including InxGa1-xAs on the substrate. The vertical channel includes a pillar that extends from the substrate and includes opposing vertical surfaces. The device further includes a stressor layer on the opposing vertical surfaces of the vertical channel. The stressor layer includes a layer of epitaxial crystalline material that is epitaxially formed on the vertical channel and that has lattice constant in a vertical plane corresponding to one of the opposing vertical surfaces of the vertical channel that is greater than a corresponding lattice constant of the vertical channel.

Abstract: A diffusion barrier and a method to form the diffusion bather are disclosed. A trench structure is formed in an Inter Layer Dielectric (ILD). The ILD comprises a dielectric matrix having a first density. A dopant material layer is formed on the trench structure in which the dopant material layer comprises atoms of at least one of a rare-earth element. The ILD and the trench structure are annealed to form a dielectric matrix comprising a second density in one or more regions of the ILD on which the dopant material layer was formed that is greater than the first density. After annealing, the dielectric matrix comprising the second density includes increased bond lengths of oxygen-silicon bonds and/or oxygen-semiconductor bonds, increased bond angles of oxygen-silicon bonds and/or oxygen-semiconductor material bonds, and pores in the dielectric matrix are sealed compared to the dielectric matrix comprising the first density.

Abstract: A method is disclosed to form a metal-oxysilicate diffusion barrier for a damascene metallization. A trench is formed in an Inter Layer Dielectric (ILD) material. An oxysilicate formation-enhancement layer comprising silicon, carbon, oxygen, a constituent component of the ILD, or a combination thereof, is formed in the trench. A barrier seed layer is formed on the oxysilicate formation-enhancement layer comprising an elemental metal selected from a first group of elemental metals in combination with an elemental metal selected from a second group of elemental metals. An elemental metal in the second group is immiscible in copper or an alloy thereof, has a diffusion constant greater than a self-diffusion of copper or an alloy thereof; does not reducing silicon-oxygen bonds during oxysilicate formation; and promotes adhesion of copper or an alloy of copper to the metal-oxysilicate barrier diffusion layer. The structure is then annealed to form a metal-oxysilicate diffusion barrier.

Abstract: A method of forming a field effect transistor includes forming a punchthrough region having a first conductivity type in a substrate, forming an epitaxial layer having the first conductivity type on the substrate, patterning the epitaxial layer to form a fin that protrudes from the substrate, forming a dummy gate and gate sidewall spacers on the fin defining preliminary source and drain regions of the fin on opposite sides of the dummy gate, removing the preliminary source and drain regions of the fin, implanting second conductivity type dopant atoms into exposed portions of the substrate and the punchthrough region, and forming source and drain regions having the second conductivity type on opposite sides of the dummy gate and the gate sidewall spacers.

Abstract: An apparatus for infrared imaging may include a hybrid infrared focal plane array including a front-end (FE) portion and a back-end (BE) portion. The FE portion may be coupled to the BE portion via multiple electrically conductive bump bonds. The FE portion may include nano-electronic circuits integrated with an array of infrared imaging pixels. The CNT electronic circuits may be configured to generate multiplexed output signals. The BE portion may include electronic circuits implemented on a substrate and configured to generate readout output signals. A count of the multiple electrically conductive bump bonds may be substantially less than a count of the infrared imaging pixels of the array.