Abstract: Various arrangements for integrating control of multiple cloud-based smart-home devices are presented. Registration information may be received for a first and second smart-home device that are controlled using different cloud-based server systems. A determination may be made that that the first smart-home device and the second smart-home device share a common function. The first smart-home device and the second smart-home device may be assigned to a common operating characteristic group based on the common function being shared by the first smart-home device and the second smart-home device. A control element may be provided that allows for control of smart-home devices with the common operating characteristic group. The control element may be used to control the common function.

Abstract: Provided are neural architecture search techniques that have improved computational efficiency via performance of an initial constraint evaluation and improved gradient update approach. Further, the proposed approaches provide significant improvements for certain modalities of input data, such as tabular datasets.

Abstract: Various arrangements for integrating control of multiple cloud-based smart-home devices are presented. Registration information may be received for a first and second smart-home device that are controlled using different cloud-based server systems. A determination may be made that that the first smart-home device and the second smart-home device share a common function. The first smart-home device and the second smart-home device may be assigned to a common operating characteristic group based on the common function being shared by the first smart-home device and the second smart-home device. A control element may be provided that allows for control of smart-home devices with the common operating characteristic group. The control element may be used to control the common function.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for performing neural architecture search for machine learning models. In one aspect, a method comprises receiving training data for a machine learning, generating a plurality of candidate neural networks for performing the machine learning task, wherein each candidate neural network comprises a plurality of instances of a layer block composed of a plurality of layers, for each candidate neural network, selecting a respective type for each of the plurality of layers from a set of layer types that comprises, training the candidate neural network and evaluating performance scores for the trained candidate neural networks as applied to the machine learning task, and determining a final neural network for performing the machine learning task based at least on the performance scores for the candidate neural networks.

Abstract: Various arrangements for using captured voice to generate a custom interface controller are presented. A vocal recording from a user may be captured in which a spoken command and multiple smart-home devices are indicated. One or more common functions that map to the multiple smart-home devices may be determined. A custom interface controller may be generated that controls the one or more common functions of each smart-home device of the multiple smart-home devices.

Abstract: Nanogels and methods of synthesizing and using these nanogels are provided. The nanogels are formed by mixing a building block (e.g., polymer), crosslinker, preferably a target (e.g., biomedical compound or molecule), and a solvent in a multi-inlet vortex mixer, so as to cause the polymer and crosslinker to react and form a chemically crosslinked polymer network. In embodiments including a target, the target will be interspersed in and among that network and can be physically embedded and/or chemically bound therein.

Abstract: A semiconductor structure and a fabrication method of the semiconductor structure are provided. The semiconductor structure includes a substrate. The substrate includes a first region, a second region, and an isolation region between the first region and the second region. The semiconductor structure also includes a first fin, a second fin and a third fin disposed over the first region, the second region, and the isolation region, respectively. Further, the semiconductor structure includes a gate structure. The gate structure includes a first work function layer over the first region and a first portion of the isolation region, and a second work function layer over the second region and a second portion of the isolation region. An interface where the first work function layer is in contact with the second work function layer is located over a top surface of the third fin.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network to perform a machine learning task using a momentum and sign based optimizer.

Abstract: Nanogels and methods of synthesizing and using these nanogels are provided. The nanogels are formed by mixing a building block (e.g., polymer), crosslinker, preferably a target (e.g., biomedical compound or molecule), and a solvent in a multi-inlet vortex mixer, so as to cause the polymer and crosslinker to react and form a chemically crosslinked polymer network. In embodiments including a target, the target will be interspersed in and among that network and can be physically embedded and/or chemically bound therein.

Abstract: A semiconductor structure and a fabrication method of the semiconductor structure are provided. The semiconductor structure includes a substrate. The substrate includes a first region, a second region, and an isolation region between the first region and the second region. The semiconductor structure also includes a first fin, a second fin and a third fin disposed over the first region, the second region, and the isolation region, respectively. Further, the semiconductor structure includes a gate structure. The gate structure includes a first work function layer over the first region and a first portion of the isolation region, and a second work function layer over the second region and a second portion of the isolation region. An interface where the first work function layer is in contact with the second work function layer is located over a top surface of the third fin.

Abstract: Various arrangements for using captured voice to generate a custom interface controller are presented. A vocal recording from a user may be captured in which a spoken command and multiple smart-home devices are indicated. One or more common functions that map to the multiple smart-home devices may be determined. A custom interface controller may be generated that controls the one or more common functions of each smart-home device of the multiple smart-home devices.

Abstract: Provided is an end-to-end pipeline (e.g., which may be implemented in TensorFlow) which leverages a specialized search space to generate custom models which provide improved time series prediction.

Abstract: Various arrangements for integrating control of multiple cloud-based smart-home devices are presented. Registration information may be received for a first and second smart-home device that are controlled using different cloud-based server systems. A determination may be made that that the first smart-home device and the second smart-home device share a common function. The first smart-home device and the second smart-home device may be assigned to a common operating characteristic group based on the common function being shared by the first smart-home device and the second smart-home device. A control element may be provided that allows for control of smart-home devices with the common operating characteristic group. The control element may control the common function at the first smart-home device via the first cloud-based server system and at the second smart-home device via the second cloud-based server system.

Abstract: Various arrangements for integrating control of multiple cloud-based smart-home devices are presented. Registration information may be received for a first and second smart-home device that are controlled using different cloud-based server systems. A determination may be made that that the first smart-home device and the second smart-home device share a common function. The first smart-home device and the second smart-home device may be assigned to a common operating characteristic group based on the common function being shared by the first smart-home device and the second smart-home device. A control element may be provided that allows for control of smart-home devices with the common operating characteristic group. The control element may control the common function at the first smart-home device via the first cloud-based server system and at the second smart-home device via the second cloud-based server system.

Abstract: The invention relates to organic electroluminescent devices, and discloses a phosphorescence device containing heterocyclic phosphoric acid metal complexes. The phosphorescence device provided by the invention contains metal complexes of heterocyclic phosphoric acid auxiliary ligands, and the glass transition temperature of the hole transport material of phosphorescence device is not lower than 85° C. Because a hole transport material with high vitrification temperature is used, the device provided by the invention can overcome the instability of the device and the adverse effect on the service life of the device when the glass transition temperature of the working device when the ambient temperature is above 30-40° C. and the working device temperature is close to that of the hole transport material. Compared with the devices based on FIrpic and TAPC, the phosphorescence device provided by the invention not only has higher device efficiency, but also has better high temperature stability.

Abstract: The invention relates to the field of an organic luminescence technology, in particular to a luminescent device. The luminescent device of the invention includes a first electrode, a second electrode and at least a luminescent layer arranged between the first electrode and the second electrode. The luminescent layer contains at least a kind of host material for transmitting electrons, at least a kind of auxiliary material for transmitting holes, and at least a kind of thermal delayed fluorescence material for guest luminescence. The host and auxiliary materials form exciplex in the electroluminescence process. The invention increases the path of exciton energy transfer, makes full use of the energy in the exciton, and improves the luminescent efficiency of the luminescent device; while making electron injection and hole injection become easier, reducing the turn on voltage, and improving the efficiency roll-off phenomenon.

Abstract: An organic light-emitting diode and method for manufacturing the same is provided in the present disclosure. The organic light-emitting diode includes a base plate, an OLED unit which disposed on the base plate and a packaging structure which connected with the base plate and used for packaging the OLED unit. The packaging structure comprises a first inorganic blocking layer wrapping the OLED unit, an inorganic nano-organic copolymer mixed layer wrapping the first inorganic blocking layer and a second inorganic blocking layer wrapping the inorganic nano-organic copolymer mixed layer..

Abstract: A system exchanges energy wirelessly and includes a structure configured to exchange the energy wirelessly via a coupling of evanescent waves. The structure is non-radiative, and generates an electromagnetic (EM) near-field in response to receiving the energy. A negative index material (NIM) is arranged within the EM near-field such that the coupling is enhanced.

Abstract: A dichromatic dye composition which has the characteristics of higher order parameter and good miscibility can be applied in a guest-host liquid crystal composition. The absorbance curve of a guest-host liquid crystal composition with the dichromatic dye composition within the range of 420-680 nm has the following characteristics: a. 2?(T1+T2)/?T?10; b. |T1?T2|?0.5; c. 0<?T?0.2, where T1 is a difference between a transmittance to light at 420 nm and a minimum transmittance, T2 is a difference between the transmittance at a wavelength of 680 nm and a minimum transmittance, and ?T is a difference between the maximum and minimum transmittances on the transmittance curve within the wavelength range of 420-680 nm. A liquid crystal element with the guest-host liquid crystal composition provides a high-contrast display. A liquid crystal display device has the guest-host liquid crystal composition with the dichromatic dye composition.

Abstract: Method for sensing the binding of an analyte to a surface using a pH-sensitive fluorescent agent having a first fluorescence emission intensity at a first pH and a second fluorescence emission intensity at a second pH, and surfaces for sensing the binding of an analyte to a surface using the pH-sensitive fluorescent agent.