Abstract: Introduced here are integrated circuits (also referred to as “chips”) that can be implemented in a neural processing unit. At a high level, the goal of these chips is to provide higher performance for machine learning algorithms than conventional processing units would. To accomplish this, the neural processing unit can include multiple computing components, each of which is able to independently determine the overlap between encoded data provided as input and values stored in a memory.

Abstract: Systems and methods that deliver a continuous partial nerve conduction block are described. A waveform generator can configure one or more direct current (DC) waveforms to provide a continuous partial nerve conduction block. One or more electrodes can deliver the one or more DC waveforms to provide the partial block to the neural structure. Feedback can be provided to the waveform generator related to the partial block. The feedback includes monitoring a property associated with the partial block and altering a parameter associated with the one or more direct current waveforms in response to the property associated with the partial block.

Abstract: A quality assurance method for a radiotherapy device is disclosed. The method comprises disposing a phantom on a patient couch of the radiotherapy device, moving the patient couch to simulate motion of a subject, determining a measured value associated with the phantom, and comparing the measured value to an expected value. A radiotherapy device is also disclosed, the radiotherapy device comprising a radiation source configured to apply a radiation beam, a patient couch, a phantom disposable on the patient couch, and a controller communicatively coupled to the patient couch. A computer-readable medium storing instructions is also disclosed. A phantom for a radiotherapy device is also disclosed.

Abstract: Timing-based methods, systems, and computer readable mediums for a gated linear accelerator include synchronising a local clock of the linear accelerator with a clock of a patient monitoring system, determining latencies within one or more MR-gated radiotherapy processes and implementing latency based interlocks.

Abstract: Aspects of the present disclosure include methods for determining a parameter of a photodetector (e.g., a photodetector in a particle analyzer). Methods according to certain embodiments include detecting light from a light source with a photodetector for a first predetermined time interval, detecting a step signal with the photodetector, the step signal indicating a change in a parameter of the light source or a parameter of the photodetector, detecting light from the light source for a second predetermined time interval, integrating data signals over the first predetermined time interval and the second predetermined time interval and determining one or more parameters of the photodetector based on the integrated data signals. Systems (e.g., particle analyzers) having a light source and a photodetector for practicing the subject methods are also described.

Abstract: One variation of a method for autonomously training animals to respond to oral commands includes: prompting a user to select a training protocol; prompting the user to record a first audio clip of the user reciting a voice command associated with a target pose within the training protocol, the user affiliated with the animal; accessing a video feed recorded by an optical sensor during a first training session; in the video feed, detecting the animal within a working field; while the animal is detected in the working field, playing back the first audio clip; in the video feed, detecting a current pose of the animal; calculating a deviation between the current pose of the animal and the target pose; in response to the deviation falling within a threshold: playing an audio clip of a secondary reinforcer; and dispensing a unit of a primary reinforcer via an integrated dispenser.

Abstract: Opto-mechanical assemblies, systems, devices and methods for pointing laser and other optical beam, and for directing the field of view of sensors are disclosed. The assemblies include means for rotating a cycloidal diffractive waveplate optic around a predetermined axis, and a reflective or transmissive optic that turns a diffracted optical beam onto a direction perpendicular to the rotation axis of the cycloidal diffractive waveplate, enabling a wide field of regard.

Abstract: Systems and methods that deliver a continuous partial nerve conduction block are described. A waveform generator can configure one or more direct current (DC) waveforms to provide a continuous partial nerve conduction block. One or more electrodes can deliver the one or more DC waveforms to provide the partial block to the neural structure. Feedback can be provided to the waveform generator related to the partial block. The feedback includes monitoring a property associated with the partial block and altering a parameter associated with the one or more direct current waveforms in response to the property associated with the partial block.

Abstract: There are provided systems, methods and radiotherapy devices for monitoring the position of a subject during radiotherapy, which comprise obtaining an MR image slice of a subject that exhibits through-plane distortion, obtaining a pre-treatment image slice of the subject that corresponds to the MR image slice and exhibits through-plane distortion that corresponds to the through-plane distortion of the MR image slice, and comparing the MR image slice with the corresponding pre-treatment image slice.

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for communication using multiple media content items stored on both a sending device and a receiving device. In particular, in one or more embodiments, the disclosed systems receive an application package. The application generates a message from input text and matches a portion of the text input to an audio content item using mapping data. The application generates a message including the text input and an identifier to the audio content item. A receiving system receives an application package. The application receives the message and locates the audio content item on the application package using the identifier and presents the message, including the text and the audio content item.

Abstract: Disclosed herein is a method of characterising physical properties of an attenuating element in a radiotherapy device having a radiotherapy radiation source and a radiotherapy radiation detector on respective sides of the attenuating element. The method comprises obtaining an average detected radiotherapy radiation intensity at two or more locations around the attenuating element, comparing the detected intensity at one location with the average intensity, and characterising a corresponding physical property based on the comparison.

Abstract: Disclosed is a wind turbine blade and a method for its production. The wind turbine blade comprises an upwind side shell part and a downwind side shell part. The upwind side shell part and the downwind side part are bonded together along at least one joint. At said at least one joint, the upwind side shall part and the downwind side shell part are bonded at an internal glue flange as well as at an external glue flange. The glue flange can be produced by using a mould insert along which the glue flange is laminated.

Abstract: A system and method are described for identifying IoT device options for a user. For example, one embodiment of a system comprises: an Internet of Things (IoT) service to provide back-end data processing for a plurality of IoT devices, the IoT service comprising: an interface to securely couple the IoT service to an IoT app executed on a mobile device of a user; a machine-learning (ML)-based device recognition engine coupled to the interface, the ML-based device recognition engine to identify a device and/or specifications of the device captured in an image by the mobile device; and IoT product identification logic to identify one or more IoT devices based on the device and/or specifications of the device identified by the ML-based device recognition engine; wherein the IoT service is to transmit an indication of the one or more compatible IoT devices to the IoT app via the interface.

Abstract: A system includes a plurality of memory devices and a processing device operatively coupled with the plurality of memory devices, to perform operations including: receiving a request to perform a memory access operation at a first memory region of a first memory device; determining, based on a data structure referencing a namespace, a mapping between an identifier of the first memory region and an identifier of a metadata region associated with the first memory region; identifying, based on an operation type of the memory access operation, one or more corresponding actions associated with the metadata region; and, responsive to causing the memory access operation to be performed on a first plurality of memory cells at the first memory device, causing at least one of the one or more corresponding actions to be performed on a second plurality of memory cells corresponding to the metadata region.

Abstract: Systems and methods are disclosed for detecting Cherenkov radiation produced during radiotherapy. A radiotherapy system comprises a patient receiving space for receiving a patient, a therapeutic radiation source, and a light detector configured to detect Cherenkov radiation subsequent to the emission of therapeutic radiation. Optionally, the system may make use of a optically transmissive dielectric to produce Cherenkov radiation.

Abstract: Devices, systems and techniques are used for cancer treatment. An example control device may be configured to be communicatively coupled to a radiation source of a radiotherapy device and a position sensor of the radiotherapy device. The example control device may be used to calculate, for a sliding window of a radiotherapy treatment, a positional error between: a measured target position signal determined from a series of images and sampled at the acquisition times of the images, and an estimated target position signal. The example control device may generate a computer-executable instruction configured to alter the radiotherapy treatment in response to the positional error violating a threshold.

Abstract: A computer implemented method for modifying medical imaging protocol parameters can comprise receiving one or more modified protocol parameters for an imaging protocol and determining whether the one or more modified protocol parameters are acceptable based on at least one of: i) an acquired image acceptability check or ii) a parameter acceptability check.

Abstract: Systems, methods, and non-transitory computer-readable media can provide access to a first-level computing resource via a service catalog. In some instances, the first-level computing resource can be created by a first entity. Moreover, a second-level computing resource can be received. In some cases, the second-level computing resource can be created by a second entity based, at least in part, on the first-level computing resource. Access to the second-level computing resource can be provided via the service catalog. Relational information associated with the first-level computing resource and the second-level computing resource can be tracked.

Abstract: There are provided systems, methods and radiotherapy devices for monitoring the position of a subject during radiotherapy, which comprise obtaining an MR image slice of a subject that exhibits through-plane distortion, obtaining a pre-treatment image slice of the subject that corresponds to the MR image slice and exhibits through-plane distortion that corresponds to the through-plane distortion of the MR image slice, and comparing the MR image slice with the corresponding pre-treatment image slice.

Abstract: Systems, methods, and non-transitory computer-readable media can provide access to a first-level computing resource via a service catalog. In some instances, the first-level computing resource can be created by a first entity. Moreover, a second-level computing resource can be received. In some cases, the second-level computing resource can be created by a second entity based, at least in part, on the first-level computing resource. Access to the second-level computing resource can be provided via the service catalog. Relational information associated with the first-level computing resource and the second-level computing resource can be tracked.