Abstract: A graphical user interface is configured to guide a user through a method of creating an OData-compliant URL, without requiring that the user be familiar with syntax of OData-compliant URLs. The graphical user interface includes a set of graphical input devices to solicit and receive from the user input specifying a set of query options, which user input is used to define the OData-compliant URL. The graphical user interface is automatically customized to solicit and receive from the user input only for options available from a specific OData service.

Abstract: A system including inputs, outputs, and a learning network between the inputs and outputs is described. The learning network includes layers, each of which includes a weight layer including weights coupled with an activation layer configured to apply activation function(s). Connections are between the layers. The system also includes a negative feedback network selectively couplable between the outputs and the inputs. The weights are configured to be trained by providing to the inputs input signals corresponding to a target output, measuring output signals at the outputs with the negative feedback network decoupled, perturbing the output signals by perturbations with the negative feedback network coupled, measuring corresponding perturbations for the connections, and updating the weights based on the corresponding perturbations. The perturbations are based on a difference between the output signals and the target output.

Abstract: In some examples, an unmanned aerial vehicle (UAV) may include one or more processors configured to capture, with one or more image sensors, and while the UAV is in flight, a plurality of images of a target. The one or more processors may compare a first image of the plurality of images with a second image of the plurality of images to determine a difference between a current frame of reference position for the UAV and an estimate of an actual frame of reference position for the UAV. In addition, the one or more processors may determine, based at least on the difference, and while the UAV is in flight, an update to a three-dimensional model of the target.

Abstract: A method of training a learning network is described. The method includes generating a first estimate of a gradient for the learning network and generating subsequent estimates of the gradient using a feedback network. The feedback network generates improved perturbations for the subsequent gradient estimates. Gradient estimates include the first estimate of the gradient and the subsequent estimates of the gradient. The method also includes using the gradient estimates to determine weights in the learning network. The improved perturbations may include lower variance perturbations.

Abstract: Feeds in a network-based marketplace are described. The system receives a request, over a network, from a user that is associated with feed selection information, and identifies source feeds based on the feed selection information. The source feeds respectively include a first plurality of content elements. The system generates a presentation feed by retrieving a second plurality of content elements from the source feeds. The generating is performed continuously and in real-time. The system segments the presentation feed into pages and generates interfaces that include a first interface based on the pages. The system communicates the first interface, over the network, to the user, responsive to the receiving of the request.

Abstract: A system includes inputs, outputs, and nodes between the inputs and the outputs. The nodes include hidden nodes. Connections between the nodes are determined based on a gradient computable using symmetric solution submatrices.

Abstract: An autonomous vehicle that is equipped with image capture devices can use information gathered from the image capture devices to plan a future three-dimensional (3D) trajectory through a physical environment. To this end, a technique is described for image-space based motion planning. In an embodiment, a planned 3D trajectory is projected into an image-space of an image captured by the autonomous vehicle. The planned 3D trajectory is then optimized according to a cost function derived from information (e.g., depth estimates) in the captured image. The cost function associates higher cost values with identified regions of the captured image that are associated with areas of the physical environment into which travel is risky or otherwise undesirable. The autonomous vehicle is thereby encouraged to avoid these areas while satisfying other motion planning objectives.

Abstract: Among other things, the present disclosure provides oligonucleotides and compositions thereof. In some embodiments, provided oligonucleotides and compositions are useful for adenosine modification. In some embodiments, the present disclosure provides methods for treating various conditions, disorders or diseases that can benefit from adenosine modification.

Abstract: A fan assembly includes a fan body, a motor-driven impeller contained within the fan body and arranged to generate an air flow, a nozzle including a nozzle body having an air inlet arranged to receive the air flow from the fan body, and one or more air outlets arranged to emit the airflow from the fan assembly. The fan assembly further includes a nozzle retaining mechanism for releasably retaining the nozzle on the fan body, and a rotation mechanism for rotating the nozzle body relative to the fan body. The nozzle rotation mechanism includes a rotation motor arranged to drive a drive member and a driven member that is arranged to be driven by the drive member to rotate around a rotation axis.

Abstract: Among other things, the present disclosure provides oligonucleotides and compositions thereof. In some embodiments, provided oligonucleotides and compositions are useful for adenosine modification. In some embodiments, the present disclosure provides methods for treating various conditions, disorders or diseases that can benefit from adenosine modification.

Abstract: The presently claimed and described technology provides an apparatus including a rodless actuator with actuated mount, a rodless actuator with drive element positioned within a rail tube, a rodless actuator with deterministic actuation, a rodless actuator system including a plurality of coordinated rodless actuators, a rail-mounted retractable cover including a pair of rails and a plurality of cover segments driven between a deployed configuration and a retracted configuration, a retractable aerodynamic apparatus for a pick-up truck including a plurality of panels and a pair of rails that drive the plurality of panels between a deployed configuration and a retracted configuration.

Abstract: Among other things, the present disclosure provides cells and non-human animals engineered to express an ADAR1 polypeptide or a characteristic portion thereof. In some embodiments, the present disclosure provides cells and non-human animals engineered to express a human ADAR1 polypeptide or a characteristic portion thereof. In some embodiments, non-human animals are genetically modified rodents such as mice, rat, etc. In some embodiments, non-human animals are mice. In some embodiments, the present disclosure provides technologies for assessing an agent comprising administering the agent to a cell or non-human animal engineered to express an ADAR1 polypeptide or a characteristic portion thereof. In some embodiments, such a cell or non-human animal is engineered to express a human ADAR1 polypeptide or a characteristic portion thereof. In some embodiments, an agent is a pharmaceutical agent. In some embodiments, an agent is or comprises an oligonucleotide.

Abstract: An insulin management method is provided. The method includes providing an insulin delivery device, wherein the insulin delivery device is in the form of an automatic insulin delivery device attachable to a user's body for the duration of a fasting period. The method includes delivering insulin from the insulin delivery device during the fasting period within an overall time period in the form of correction bolus doses of insulin in response to received blood glucose measurements. The insulin delivery device refrains from administering basal insulin at a preset or default rate or in a preset or default pattern. Insulin is received by the user from a non-fasting insulin management modality during a non-fasting period within the overall time period and the non-fasting insulin management modality provides at least one of a basal dose of insulin and bolus doses of insulin. Other methods, devices and systems are also provided.

Abstract: According to some embodiments, an insulin management method implemented by an insulin delivery system is provided. The method includes determining an assumed insulin on board based on an assumed external dose calculated to correct an initial blood glucose value of the user to a target blood glucose. The method includes delivering insulin from an insulin delivery device with the insulin in the form of a plurality of correction bolus doses during a fasting period in response to received blood glucose measurements, the correction bolus doses compensated for by a determined insulin on board, wherein for at least a first correction bolus dose of the plurality of correction bolus doses the determined insulin on board equals the assumed insulin on board. Other systems, devices and methods are also provided.

Abstract: An insulin management method implemented by an insulin delivery device is provided. The method includes detecting a starting activity associated with preparation of use of the insulin delivery device in the form of an automatic insulin delivery device attachable to a user's body for a duration of a fasting period within an overall time period. The method includes initiating automated delivery of insulin in the form correction bolus doses in response to periodically received blood glucose measurements during the fasting period. Other methods, devices and systems are also provided.

Abstract: There is provided a fan assembly comprising a fan body, a motor-driven impeller contained within the fan body and arranged to generate an air flow, a nozzle comprising a nozzle body having an air inlet arranged to receive the air flow from the fan body and one or more air outlets arranged to emit the airflow from the fan assembly. The fan assembly further comprises a nozzle retaining mechanism for releasably retaining the nozzle on the fan body, and a rotation mechanism for rotating the nozzle body relative to the fan body. The nozzle rotation mechanism comprises a rotation motor arranged to drive a drive member and a driven member that is arranged to be driven by the drive member to rotate around a rotation axis, wherein the nozzle body comprises the driven member and the fan body comprises the rotation motor and the drive member.

Abstract: A method for performing learning is described. A free inference is performed on a learning network for input signals. The input signals correspond to target output signals. The learning network includes inputs that receive the input signals, neurons, weights interconnecting the neurons, and outputs. The learning network is described by an energy for the free inference. The energy includes an interaction term corresponding to interactions consisting of neuron pair interactions. The free inference results in output signals. A first portion of the plurality of weights corresponding to data flow for the free inference. A biased inference is performed on the learning network by providing the input signals to the inputs and bias signals to the outputs. The bias signals are based on the target output signals and the output signals. The bias signals are fedback to the learning network through a second portion of the weights corresponding to a transpose of the first portion of the weights.

Abstract: A medication fluid delivery device and methods are provided with the delivery device having a dispensing unit and a drive unit that are attachable together. The dispensing unit includes a dispenser for delivering medication fluid to a user and a reservoir configured to be filled with a variable amount of medication fluid received from a medication fluid injector. The drive unit includes a control unit that controls the drive unit and causes medication fluid in the reservoir to be pumped through the dispenser and includes a registration mechanism configured to act with the dispensing unit to determine a state the reservoir including an initial level of the filled reservoir.

Abstract: Among other things, the present disclosure provides oligonucleotides and compositions thereof. In some embodiments, provided oligonucleotides and compositions are useful for adenosine modification. In some embodiments, the present disclosure provides methods for treating various conditions, disorders or diseases that can benefit from adenosine modification.

Abstract: A memristive device is described. The memristive device includes a first layer having a first plurality of conductive lines, a second layer having a second plurality of conductive lines, and memristive interlayer connectors. The first and second layers differ. The first and second pluralities of conductive lines are each lithographically defined. The first and second pluralities of conductive lines are insulated from each other. The memristive interlayer connectors are memristively coupled with a first portion of the first plurality of conductive lines and memristively coupled with a second portion of the second plurality of conductive lines. The memristive interlayer connectors are thus sparsely coupled with the first and second pluralities of conductive lines. Each memristive interlayer connector includes a conductive portion and a memristive portion.