Abstract: In some embodiments, systems and methods can include a wearable device with an electrically conductive skin interface that excites the underlying nerves from a transcutaneous surface stimulator. The device may be sized for a range of user sizes with stimulation electrodes positioned to target the appropriate nerves, such as the peroneal, femoral, saphenous and/or tibial nerves. The stimulation may include burst stimulation, and involve receiving an input relating to autonomic nervous system activity of the patient.

Abstract: The present disclosure describes techniques of improving video matting. The techniques comprise extracting features from each frame of a video by an encoder of a model, wherein the video comprises a plurality of frames; incorporating, by a decoder of the model, into any particular frame temporal information extracted from one or more frames previous to the particular frame, wherein the particular frame and the one or more previous frames are among the plurality of frames of the video, and the decoder is a recurrent decoder; and generating a representation of a foreground object included in the particular frame by the model, wherein the model is trained using segmentation dataset and matting dataset.

Abstract: In some embodiments, systems and methods can include a wearable device with an electrically conductive skin interface that excites the underlying nerves from a transcutaneous surface stimulator. The device may be sized for a range of user sizes with stimulation electrodes positioned to target the appropriate nerves, such as the saphenous and/or posterior tibial nerves. The therapy may be adjusted based on leg restlessness or movement.

Abstract: The present disclosure provides a system for functional ultrasound imaging, where the system comprises: a) an apparatus for delivering a nucleic acid encoding a mechanosensitive ion channel to a target neural cell population in a region of a brain; and b) a functional ultrasound imaging device. The present disclosure provides a method for functional ultrasound imaging.

Abstract: In some embodiments, systems and methods can include a wearable device with an electrically conductive skin interface that excites the underlying nerves from a transcutaneous surface stimulator. The device may be sized for a range of user sizes with stimulation electrodes positioned to target the appropriate nerves, such as the peroneal, femoral, saphenous and/or tibial nerves. The stimulation may include burst stimulation, and involve receiving an input relating to autonomic nervous system activity of the patient.

Abstract: Methods, systems, and apparatus, including computer programs to detect anomalous patterns in training artificial neural networks in a computing system, begins by training a neural network in a supervised manner with labeled datasets divided into training, validation and test subsets. The neural network model includes a plurality of layers each having a plurality of parameters. The system saves checkpoints of the model during training that represents different versions of a partially trained machine learning model during different stages of training. The method searches for anomalous patterns between checkpoint versions, calculates a subset of parameters in each layer and returns the results. The search results can be used to modify the neural network model improving accuracy and loss on training, validation and tests dataset.

Abstract: A beam of light is directed at a workpiece on a stage. The workpiece is disposed an absolute distance from an electron beam column. The beam of light that is reflected off the workpiece is received at a sensor. Using the beam of light, a nominal distance between the electron beam column and the workpiece on the stage is determined.

Abstract: Systems and methods include a wearable device with an electrically conductive skin interface that excites the underlying nerves from a transcutaneous surface stimulator. The device may be sized for a range of user sizes with stimulation electrodes positioned to target the appropriate nerves, such as the saphenous and/or posterior tibial nerves. The therapy may be adjusted based on leg restlessness or movement.

Abstract: The present disclosure describes techniques of improving video matting. The techniques comprise extracting features from each frame of a video by an encoder of a model, wherein the video comprises a plurality of frames; incorporating, by a decoder of the model, into any particular frame temporal information extracted from one or more frames previous to the particular frame, wherein the particular frame and the one or more previous frames are among the plurality of frames of the video, and the decoder is a recurrent decoder; and generating a representation of a foreground object included in the particular frame by the model, wherein the model is trained using segmentation dataset and matting dataset.

Abstract: The present disclosure provides a system for functional ultrasound imaging, where the system comprises: a) an apparatus for delivering a nucleic acid encoding a mechanosensitive ion channel to a target neural cell population in a region of a brain; and b) a functional ultrasound imaging device. The present disclosure provides a method for functional ultrasound imaging.

Abstract: In some embodiments, systems and methods can include a wearable device with an electrically conductive skin interface that excites the underlying nerves from a transcutaneous surface stimulator. The device may be sized for a range of user sizes with stimulation electrodes positioned to target the appropriate nerves, such as the saphenous and/or posterior tibial nerves. The therapy may be adjusted based on leg restlessness or movement.

Abstract: In some embodiments, systems and methods can include a wearable device with an electrically conductive skin interface that excites the underlying nerves from a transcutaneous surface stimulator. The device may be sized for a range of user sizes with stimulation electrodes positioned to target the appropriate nerves, such as the peroneal, femoral, saphenous and/or tibial nerves. The stimulation may include burst stimulation, and involve receiving an input relating to autonomic nervous system activity of the patient.

Abstract: In some embodiments, systems and methods can include a wearable device with an electrically conductive skin interface that excites the underlying nerves from a transcutaneous surface stimulator. The device may be sized for a range of user sizes with stimulation electrodes positioned to target the appropriate nerves, such as the saphenous and/or posterior tibial nerves. Transcutaneous afferent stimulation of one, two, or more peripheral nerves can modulate a brain or spinal pathway associated with bladder function.

Abstract: In some embodiments, systems and methods can include a wearable device with an electrically conductive skin interface that excites the underlying nerves from a transcutaneous surface stimulator. The device may be sized for a range of user sizes with stimulation electrodes positioned to target the appropriate nerves, such as the saphenous and/or tibial nerves. The stimulation could include burst stimulation, and involve receiving an input relating to autonomic nervous system activity of the patient, and modifying at least one brain or spinal cord autonomic feedback loop relating to bladder function based on the input to balance parasympathetic and sympathetic nervous system activity of the patient.

Abstract: In some embodiments, systems and methods can include a wearable device with an electrically conductive skin interface that excites the underlying nerves from a transcutaneous surface stimulator. The device may be sized for a range of user sizes with stimulation electrodes positioned to target the appropriate nerves, such as the saphenous and/or posterior tibial nerves. Transcutaneous afferent stimulation of one, two, or more peripheral nerves can modulate a brain or spinal pathway associated with bladder function.

Abstract: In some embodiments, systems and methods can include a wearable device with an electrically conductive skin interface that excites the underlying nerves from a transcutaneous surface stimulator. The device may be sized for a range of user sizes with stimulation electrodes positioned to target the appropriate nerves, such as the saphenous and/or tibial nerves. The stimulation could include burst stimulation, and involve receiving an input relating to autonomic nervous system activity of the patient, and modifying at least one brain or spinal cord autonomic feedback loop relating to bladder function based on the input to balance parasympathetic and sympathetic nervous system activity of the patient.

Abstract: A planar gate power MOSFET includes a substrate having a semiconductor surface doped a first conductivity type, a plurality of transistor cells (cells) including a first cell and at least a second cell each having a gate stack over a body region. A trench has an aspect ratio of >3 extending down from a top side of the semiconductor surface between the gate stacks providing a source contact (SCT) from a source doped a second conductivity type to the substrate. A field plate (FP) is over the gate stacks that provides a liner for the trench. The trench has a refractory metal or platinum-group metal (PGM) metal filler within. A drain doped the second conductivity type is in the semiconductor surface on a side of the gate stacks opposite the trench.

Abstract: A method in which connectivity tests of integrated circuit structures in a die are performed. The connectivity tests are performed at a first level of the die. Potential defect locations are identified in the die indicating via locations susceptible to systematic failure due to via opens or via shorts. The potential defect locations are translated to via locations for a second level of the die. The second level is below the first level. After translating the hot spot, the second level is inspected for defects. The via locations on the first level are inspected for defects. All defects for the second level are translated to the via locations for the first level. A net trace of defects is created using prior level subtraction of the translated defects for the second level and the defects for the first level.

Abstract: A method and apparatus for separating real DVC via defects from nuisance based on Net Tracing Classification of eBeam VC die comparison inspection results are provided. Embodiments include performing an eBeam VC die comparison inspection on each via of a plurality of dies; determining DVC vias based on the comparison; performing a Net Tracing Classification on the DVC vias; determining S/D DVC vias based on the Net Tracing Classification; and performing a die repeater analysis on the S/D DVC vias to determine systematic design-related DVC via defects.

Abstract: A method in which connectivity tests of integrated circuit structures in a die are performed. The connectivity tests are performed at a first level of the die. Potential defect locations are identified in the die indicating via locations susceptible to systematic failure due to via opens or via shorts. The potential defect locations are translated to via locations for a second level of the die. The second level is below the first level. After translating the hot spot, the second level is inspected for defects. The via locations on the first level are inspected for defects. All defects for the second level are translated to the via locations for the first level. A net trace of defects is created using prior level subtraction of the translated defects for the second level and the defects for the first level.