Abstract: An aspect of some embodiments of the invention relates to providing acute non-excitatory electrical heart failure therapy to a patient according to one or more criteria. Exemplary criteria are one or more of suffering from an acute angina episode, a patient after a myocardial infraction episode, a patient after heart surgery, a patient that is already on a Cath-Lab and would be beneficial to see if the treatment could help the patient, patients that suffer from heart failure and optionally already receive chronic non-excitatory electrical heart failure therapy, a patient that requires an improvement in blood flow, patients that show positive results from trial activation of acute non-excitatory electrical heart failure therapy, patients that require assistance in performing daily activities, like exercise, social events, after taking certain drugs, performing intercourse, sleeping and suffer from emotional stress.

Abstract: A system and method for a multi-stage approach for creating topic models is presented. The method includes applying a first stage topic model to textual data, wherein the first stage topic model is trained to discover a first plurality of topics and distributions of words in each topic of the first plurality of topics from the textual data; generating at least one seeded word for a subset of topics of the first plurality of topics, wherein the at least one seeded word is determined based on a plurality of selection rules and the distributions of words in the subset of topics discovered in the first stage topic model; and creating a second stage topic model by feeding the generated at least one seeded word to direct identification of the subset of topics of the first plurality of topics.

Abstract: A system and method for cybersecurity inspection of private software registries is presented. The method includes: deploying an inspection broker in a computing environment, the inspection broker configured to communicate with a private registry of the computing environment; configuring the inspection broker to access the private registry for a list of objects stored in the private registry; selecting an object from the private registry for cybersecurity inspection; inspecting the object for a cybersecurity object in the computing environment; generating an inspection result based on detection of the cybersecurity object; sending the inspection result to an inspection environment, the inspection environment including a representation of the computing environment; and initiating a mitigation action based on the inspection result, the mitigation action generated in response to an instruction from the inspection environment.

Abstract: A system and method for cybersecurity inspection of private software registries is presented. The method includes: deploying an inspection broker in a computing environment, the inspection broker configured to communicate with a private registry of the computing environment; configuring the inspection broker to access the private registry for a list of objects stored in the private registry; selecting an object from the private registry for cybersecurity inspection; inspecting the object for a cybersecurity object in the computing environment; generating an inspection result based on detection of the cybersecurity object; sending the inspection result to an inspection environment, the inspection environment including a representation of the computing environment; and initiating a mitigation action based on the inspection result, the mitigation action generated in response to an instruction from the inspection environment.

Abstract: Systems and methods for providing a reading engine for enhanced and adaptive narratives are provided herein. In an example, a system may include instructions to receive, from a first client device, an indication to start a narrative and generate, by a reading engine, a first chapter of the narrative based on the first client device. The reading engine may generate the first chapter to include a first set of challenge words. The reading engine monitors a reading of the first chapter by the first client device and determines one or more low fluency words based on the reading by the first client device. The reading engine may also provide narrative options for continuing the narrative present in the first chapter. Responsive to receiving a selection of a first narrative option the reading engine may generate a second chapter of the narrative based on the first narrative option.

Abstract: A method for reclaiming fibers from a textile made of cellulose/synthetic fiber blend, comprising adding the textile to a solution comprising molten salt hydrate (MSH) and an acid catalyst to form a reaction mixture in which cellulose fibers are fibrillated and depolymerized, terminating the reaction to obtain fibrillated and depolymerized cellulose, recovering the cellulose from the re-action mixture, and recovering the synthetic fiber.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating an output sequence from an input sequence. One of the methods includes, at each of a plurality of generation time steps: generating a combined sequence for the generation time step that includes the input sequence followed by the output tokens that have already been generated as of the generation time step; processing the combined sequence using a self-attention decoder neural network to generate a time step output that defines a score distribution over a set of possible output tokens; and selecting, using the time step output, an output token from the set of possible output tokens as the next output token in the output sequence.

Abstract: A device for providing a passage between a first and second heart chamber is provided. The device includes a middle region having first and second ends, a lumen extending therethrough having a longitudinal axis, a first end region coupled to the first end, and a second end region coupled to the second end. The first end region may be delivered in the first heart chamber in a compressed state and transitioned to a deployed state, the first end region being deformable such that portions of the first end region are expandable to different angles relative to the longitudinal axis. The second end region may be delivered in the second heart chamber in a compressed state and transitioned to a deployed state therein, the second end region being deformable such that portions of the second end region are expandable to different angles relative to the longitudinal axis.

Abstract: A system and method for applying a unified security policy across a technology stack, includes detecting a cloud object in a first cloud computing environment, the cloud object including a plurality of attributes, each attribute having a corresponding value; detecting a node in a security graph having a data field value which matches an attribute value of the cloud object, wherein the security graph includes a representation of a cloud environment; applying a policy based on the data field value to the detected cloud object; and applying the policy to another cloud object in a second cloud computing environment, in response to determining that a node representing the cloud object in the security graph is connected to a node representing the another cloud object.

Abstract: Disclosed is a technique for debugging different versions of a software application, each associated with a different branch of a source code base. A debugger simultaneously debugs the different versions, synchronizing execution while highlighting differences between them. Execution is synchronized by stepping to and setting breakpoints on logically corresponding points of execution. For example, a single “step” command may cause both versions to step to the same logical code location. Similarly, a single “insert breakpoint” command may cause breakpoints to be placed at the same logical code location in both versions. Corresponding logical points of execution may be determined by comparing source code branches and application binaries of the different versions. Differences between the versions may be displayed visually, including changes to source code and changes to the binary executables. While execution is paused in the debugger, mappings from old to new function and variable names may be visualized.

Abstract: A crawling mechanism for a drug delivery device has a central longitudinal axis and is arranged to crawl in an axial direction. The crawling mechanism includes a housing and one or more swing members pivotally coupled to the housing that are arranged to swing relative to the housing between an initial position and a terminal position suitable for urging crawling of the mechanism.

Abstract: A processor may receive a request to display a user interface (UI) for a user account. The processor may determine a context for the UI from information specific to the user account. The processor may select one of a plurality of UI elements based on the determining. In some embodiments, the selecting may include evaluating a value function taking the information specific to the user account and information about the context as inputs. The processor may cause the UI including the selected one of the plurality of UI elements to be displayed in response to the request.

Abstract: Systems and methods are directed toward virtualizing network connections to transparently apply one or more connection policies responsive to features of a connection request. A network connection between two hosts may be established using a service associated with the respective hosts and connection information may be provided to an underlying hardware resources. When data transmission requests are received, the underlying hardware resource may determine the appropriate connection settings for data transmission without querying additional logs or hardware resources.

Abstract: Methods for network aware endpoint data loss prevention (DLP) in web transactions are performed by systems and devices, which includes implementing DLP on endpoint devices and focuses on web traffic events from web browsers, while also associating the events to the network source entity. File download and upload events are intercepted from the operating system by a file system filter that determines the process creating events is a web browser based on process identifiers and comparing process names and process executable signatures. A uniform resource locator (URL) from a current tab or session is retrieved for the web browser. Policies for events are evaluated via a policy server or via cache, and additional data from the file is provided for policy decisions when necessary. DLP actions taken via the file system filter to block or allow events, including encrypting file data, are based on the policy decisions.

Abstract: There is provided a system for authentication of a subscriber for accessing a service hosted by an application server using a mobile device, comprising: a processor of an authentication server executing a code for: obtaining an authentication request for authenticating a unique identifier of circuitry installed in a mobile device from an application server hosting a service, sending a message including the unique identifier of circuitry of the mobile device to a mobile network server, receiving a unique identifier of hardware of the mobile device from the mobile network server, wherein the unique identifier of hardware of the mobile device comprises a self-generated unique identifier generated based on unique data that is hard-wired into the mobile device, validating that the unique identifier of hardware of the mobile device corresponds to the unique identifier of circuitry of the mobile device, and sending an outcome of the validation to the application server.

Abstract: Accessories for improving sensitivity or efficiency of optical spectrometers and methods for utilizing such accessories are disclosed.

Abstract: Described herein are embodiments of methods to rationally design CRISPR-Cas system-based therapeutics and therapies based on expression of a DNA-damage response signature in a cell. In some embodiments, the methods include screening a set of CRISPR-Cas systems by expressing each CRISPR-Cas system in a test cell population and modifying one or more target sequences in the test cell population; screening in the test cell population for each CRISPR-Cas system and expression of a DNA-damage response signature; and selecting one or more CRISPR-Cas systems that do not result in expression of a DNA-damage response signature.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating an output sequence from an input sequence. One of the methods includes, at each of a plurality of generation time steps: generating a combined sequence for the generation time step that includes the input sequence followed by the output tokens that have already been generated as of the generation time step; processing the combined sequence using a self-attention decoder neural network to generate a time step output that defines a score distribution over a set of possible output tokens; and selecting, using the time step output, an output token from the set of possible output tokens as the next output token in the output sequence.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating an output sequence from an input sequence. One of the methods includes, at each of a plurality of generation time steps: generating a combined sequence for the generation time step that includes the input sequence followed by the output tokens that have already been generated as of the generation time step; processing the combined sequence using a self-attention decoder neural network to generate a time step output that defines a score distribution over a set of possible output tokens; and selecting, using the time step output, an output token from the set of possible output tokens as the next output token in the output sequence.