Abstract: The present invention provides, in one aspect, a router including a motor unit and a base configured to selectively receive the motor unit to support the router on a work piece surface. The motor unit includes a motor and a spindle configured to output a torque supplied by the motor. The base includes an input shaft configured to selectively couple to the spindle, an output shaft laterally offset from the input shaft, and a belt. The input shaft includes a first pulley and the output shaft includes a second pulley and a tool holder. The belt wraps around the first and second pulleys to rotationally couple the input shaft to the output shaft. When the motor unit is received into the base, the spindle couples to the input shaft.

Abstract: For online audio/video conferencing applications deployed in an open office environment, using shared conference devices, it can be advantageous to define an acoustic fence. A non-participant audio received from outside the acoustic fence can be considered noise and filtered out before transmission of an audio signal to a far end recipient. Three suppression stages are used to filter the non-participant audio. The first suppression stage uses beamformers for suppression. The second suppression stage is mask-based, and the third suppression stage is reference-based. The three suppression stages filter out non-participant audio signals, having a wide range of frequencies.

Abstract: Provided is the use of Bacteroides fragilis in the improvement and/or treatment of diarrhea. Tests of different mouse diarrhea models prove that Bacteroides fragilis ZY-312 with the deposit number CGMCC No. 10685 or inactivated Bacteroides fragilis ZY-312 has the effect of improving and treating diarrhea. The powder of the inactivated Bacteroides fragilis has a good effect of improving infectious diarrhea or non-infectious diarrhea in different concentrations of the formula, and has no side effects on the body.

Abstract: A photonic device for splitting optical beams includes an input port configured to receive an input beam having an input power, a power splitter including perturbation segments arranged in a first region and a second region of a guide material having a first refractive index, each segment having a second refractive index, wherein the first region is configured to split the input beam into a first beam and a second beam, wherein and the second region is configured to separately guide the first and second beams, wherein the first refractive index is greater than the second refractive index, and output ports including first and second output ports connected the power splitter to respectively receive and transmit the first and second beams.

Abstract: A method for internal imaging of biological tissue in a subject by positron emission tomography (PET) or single photon emission computer tomography (SPECT), the method comprising: (i) administering to a subject an imaging agent that includes, at minimum, at least one fluorine-18 radionuclide bound directly or indirectly to a fluorophore, and (ii) imaging internal biological tissue of the subject by PET or SPECT. In further embodiments, the method includes (i) administering to a subject an imaging agent that includes at least one fluorine-18 radionuclide bound directly or indirectly to a fluorophore, and at least one biological entity (e.g., blood cell, peptide, nucleotide, aptamer, targeting agent, antibody, or antibody fragment) bound directly or indirectly to the fluorophore; and (ii) imaging internal biological tissue of the subject by PET or SPECT. In some embodiments, the method further includes simultaneously imaging the internal biological tissue by fluorescence imaging.

Abstract: The present disclosure provides a gate driving circuit, a display panel, a driving method and a display device. The gate driving circuit includes an input module, a pull-up node, an output module, a first pull-down node, a first pull-down node control module and a first suppression module. The first pull-down node control module controls to connect the first connection node and the first pull-down node under the control of the pull-up node, and inputs the signal provided by the second signal terminal to the first pull-down node under the control of the potential of the first pull-down node; the first suppression module inputs the signal provided by the first level signal terminal to the first connection node under the control of the pull-up node.

Abstract: A method, computer system, and program product facilitate identification of error image labels in training data. The method comprises: evenly dividing a training dataset into N subsets, where the training dataset includes M data items each comprising a pair of image and its original image label; training a prediction model to label images by respectively using each of the N subsets as training data to generate N respective trained prediction models; respectively using each of the N trained prediction models trained by using one of the N subsets as training data to label the images in other N?1 subsets of the N subsets to generate N?1 prediction labels for each of the M images in the training dataset. For each image in the M data items, whether the original image label of the image is a potential error image label is based on the N?1 prediction labels of the image.

Abstract: Provided herein is the use of Bacteroides fragilis in the prevention and treatment of cancer treatment-induced diarrhea. Specifically, Bacteroides fragilis can be used to prevent and treat cancer treatment-induced diarrhea. In addition, Bacteroides fragilis can be used in the preparation of a composition for preventing and/or treating side effects of chemotherapy or targeted drugs, such as food intake change, body weight change, diarrhea, inflammatory factor increase, intestinal mucosa injury, mucosa congestion, inflammatory cell infiltration and/or gland damage.

Abstract: Reducing an average give-away rate of a weighing device by determining a weight of a product of a weighing device that includes an article, determining one or more conditions of an environment of the weighing device, determining a state of the environment of the weighing device, wherein the state relates to an average give-away rate of the environment of the weighing device, determining a reward value for the state of the environment of the weighing device, wherein the reward value is based at least in part on the weight of the product, and generating a set of parameters for the weighing device based at least in part on the environment, the state, and the reward.

Abstract: A battery pack assembly for an electrified vehicle includes a main body assembly comprising a structural frame support assembly. The structural frame support assembly includes a first floor module support frame, a first floor cooling plate, a second floor module support frame, a second floor cooling plate and a holding pad. The second floor module support frame can support an upper battery housing. The holding pad can be disposed between the second floor module support frame and the second floor cooling plate. The holding pad can have first structural glue disposed thereon between the holding pad and the second floor cooling plate. The holding pad can further have second structural glue disposed between the holding pad and the second floor module support frame. The first and second structural glue inhibits relative movement between the second floor cooling plate, holding pad and second floor module support frame.

Abstract: A battery pack assembly for an electrified vehicle includes a main body assembly comprising a structural frame support assembly including a floor module support frame and a cooling plate. The floor module support frame includes a central body, a first protrusion support and a second protrusion support. The central body has an upper surface that extends along a central body plane. The first protrusion support can be configured along a first edge and have an upper surface that extends along a first support plane that is offset from the central body plane. The second protrusion support can be configured along a second end and have an upper surface that extends along a second support plane that is offset from the central body plane. The first and second protrusion supports can inhibit relative movement between the cooling plate and floor module support frame.

Abstract: A battery pack assembly for an electrified vehicle includes a top cover, a cooling plate, a bottom plate and a main body assembly. The main body assembly comprises a structural frame support assembly having a front beam, a rear beam, a first side beam and a second side beam. A middle beam provides structural support to the cooling plate. A front support member is disposed at least partially between the cooling plate and the bottom plate. A rear support member is disposed at least partially between the cooling plate and the bottom plate. First structural glue is disposed between the front support member and the cooling plate.

Abstract: A hybrid heat sink includes a solid heat dissipation module and a TS heat dissipation module. The solid heat dissipation module includes a solid substrate and solid fins. The solid substrate has a first side surface and a second side surface opposite to each other. The first side surface is for contacting a heat source, and the solid fins are connected to the second side surface. The TS heat dissipation module includes a TS substrate and TS fins fixed to the TS substrate. A receiving cavity for receiving a phase-change working medium is formed in the TS substrate, condensation reflux cavities are formed in the TS fins and are communicated with the receiving cavity. The TS substrate is fixed at a mounting opening of the solid substrate with a side surface of the TS substrate being exposed to the first side surface for contacting the heat source.

Abstract: Provided in embodiments of the disclosure are a driving method for a display panel, and a display apparatus. A display frame includes a data refresh phase and a blanking time phase. The driving method for the display panel includes: in the data refresh phase, loading a clock signal including an active level and an inactive level to a gate driving circuit in a display panel to cause a gate line to load a gate-on signal, loading display data to a source driving circuit in the display panel to cause a data line to load a data voltage, and determining a current operating state of the display panel; and in the blanking time phase, loading a clock signal including an inactive level to the gate driving circuit in the display panel to cause the gate line to load a gate-off signal, and sending the current operating state of the display panel.

Abstract: Disclosed are a metal aluminum nano-adjuvant, a vaccine composition and a preparation method therefor and a use thereof. The vaccine adjuvant comprises metal aluminum nanoparticles, and can be used as a candidate adjuvant for preventive vaccines and therapeutic vaccines for various diseases such as infections, autoimmune diseases and tumors. The combined use of the vaccine adjuvant provided by the present disclosure and antigen can effectively enhance the humoral immune response and the cellular immune response of the vaccine, and the enhancement effect is significantly better than that of the commercially available aluminum hydroxide adjuvant.

Abstract: A system for sensing a state of a device is provided. The system includes an autoencoder comprising an encoder, a latent subnetwork, and an extended decoder. The encoder encodes each input data point of input data from an input state space into a latent space to produce latent data points and propagates the latent data points with a neural Ordinary Differential Equation (ODE) to estimate an initial point of latent dynamics of the device in the latent space. The latent subnetwork propagates the initial point till a time index of interest using the neural ODE to produce a state of latent dynamics of the device at the time index of interest. The extended decoder decodes the state of latent dynamics of the device into an output state space different from the input state space to produce output data including the state of the device at the time index of interest.

Abstract: A thermoelectric module comprises a thermoelectric unit including a first conductive layer having a first main face and a second main face and including a metal, a thermoelectric conversion layer including an electron thermal excitation layer and an electron transport layer and located on the first main face, an organic electrolyte layer located on the thermoelectric conversion layer, and a second conductive layer located on the second main face, wherein the electron transport layer is located between the first main face and the electron thermal excitation layer.

Abstract: A method, computer program product, and computer system for repairing a Dockerfile. Library versions containing initial version numbers of libraries are extracted from the Dockerfile. A Monte Carlo tree search (MCTS) is executed, using the extracted library versions as input, which generates a tree that includes multiple levels populated with noses. Each node in a level represents the generic library name of a library version in the Dockrerfile and an associated randomly selected version number. At least one of the randomly selected version numbers associated with at least one node in a level differs from the initial version number associated with a versionf. A best successful installation path is selected from the at least one successful installation path. The Dockerfile is repaired by inserting randomly selected version numbers into Dockerfile as replacements for some of the initial version numbers.

Abstract: A method for 3D human model reconstruction and animation includes receiving a two-dimensional (2D) image of a human, segmenting the 2D image into a foreground with the human and a background without the human in the 2D image, generating a parametric model comprising a pose, a shape, and one or more rigging parameters based on the human in the foreground, predicting a textured three-dimensional (3D) model using implicit surface reconstruction of the human in the foreground, aligning the parametric model and the textured 3D model using a 3D registration, and generating a textured 3D clothed human model based on the aligned parametric model and the predicted textured 3D model.

Abstract: A system for automated construction of an artificial neural network architecture is provided. The system includes a set of interfaces and data links configured to receive and send signals, wherein the signals include datasets of training data, validation data and testing data, wherein the signals include a set of random number factors in multi-dimensional signals X, wherein part of the random number factors are associated with task labels Y to identify, and nuisance variations S. The system further includes a set of memory banks to store a set of reconfigurable deep neural network (DNN) blocks, hyperparameters, trainable variables, intermediate neuron signals, and temporary computation values including forward-pass signals and backward-pass gradients.