Abstract: According to various embodiments, an artificial intelligence framework capable of neural synthesis of tileable textures is provided. Using a non-tileable texture input, such as single or multi-layer texture stacks, high-quality tileable textures can be generated that match the appearance of the input samples, while increasing their spatial resolution. Embodiments are provided that leverage a latent space approach in a generative network for synthesizing seamlessly tileable textures, which can maintain semantic consistency in boundaries between tiles. A tileabilty metric is provided as feedback to improve and optimize the tileability of the outout texture, for example using a sampling algorithm that can generate high-resolution, artifact-free tileable textures. In embodiments, a convolutional discriminator is provided for detecting artifacts in the synthesized textures by locally estimating the quality of the synthesized maps.

Abstract: A method and system are provided for conversational cognitive stimulation performed on an electronic device. The system conducts a lifelike motivational interview, using human speech synthesis, to assess a user's cognitive health, emotional state, topics of interest, sentiment, and overall well-being. This may be accomplished by analyzing vocal and verbal components of the user's responses in the motivational interview through linguistic and paralinguistic analysis. The system may further perform a method to train the user's cognitive abilities according to the results of the motivational interview. The training is customized to each user through customized tasks, questions, and a duration of the training. The system can track changes to the user's cognitive health, abilities, and other areas and make adjustments to the training to promote cognitive stimulation.

Abstract: The present invention discloses a design for a measurement device with improved power measurement accuracy, involving the measurement of the temperature using a highly accurate device that can be installed coupled to the protectors, the device comprising: an essentially rectangular parallelepiped-shaped casing with a plurality of slots in the lateral surfaces, one or more openings, and at least one electrical connection rod; a motherboard (PCB) on the inside of the casing, comprising a first face having at least one Shunt resistor and its own power supply, and a second face, opposite the first face, having—a communication module consisting of a microcontroller that is connected to the measurement module, —a temperature sensor disposed on the second face (PCB) and on the side opposite the Shunt resistor, and—electrically isolated communication ports; and an analogue-to-digital converter.

Abstract: A food preparation system includes a control unit designed to guide through a process step of a process and to initiate, during guidance through the process, a machine-user interaction which is independent of the guidance through the process.

Abstract: A distributed data security event detection and response (DDSEDR) system includes a data security management (DSM) system and a client-side data security event confirmation and response (CDSECR) system that manage data security events, such as ransomware attacks. In at least one embodiment, the DDSEDR system provides data security event detection, confirmation, mitigation, alerting, and recovery from malicious processes and other data security events. In at least one embodiment, the DSM system monitors one or more client file event records for information that indicates a potential data security event. If the DSM system detects a potential data security threat, the DSM, sends information to the CDSECR system that causes CDSECR system to inspect one or more files associated with the potential data security event to determine whether an actual data security event occurred and initiate a responsive action when the CDSECR system detects an actual data security event.

Abstract: Provided is one gene CpRap2 isolated from Carica papaya identified as CpRap2.4b and that includes SEQ. ID NO: 2, as well as the genetic transformation methods for the overexpression of said gene and the obtaining of tolerant non-transgenic plants through grafts. Genetic transformation of plants that overexpress genes CpRap2 and their grafts showed they could survive extreme temperatures up to 12 days for heat and more than 30 days for cold.

Abstract: Methods, non-transitory computer readable media, and arthroscopic video analysis apparatuses and systems that facilitate improved analysis of videos of arthroscopic procedures are disclosed. With this technology, analytical data related to the video feed of an arthroscopic surgery can be obtained using machine learning models and associated with the video feed. The generated videos can be output in real-time to provide contextual information related to the surgical procedure, or can be saved for playback for training or informational purposes.

Abstract: A LED lighting system includes a power supply, a LED controller, and a light guide plate having a top, a bottom, and an edge. A printed circuit board connected to the power supply is positioned at least partially under the bottom of the light guide plate. At least one surface-emitting LED is positioned on the printed circuit board adjacent to the light guide plate and directed to emit light vertically. A partially transmissive reflector is attached to extend between the top of the edge of the light guide plate and the printed circuit board to direct vertically emitted light from the at least one surface-emitting LED into the edge of the light guide plate.

Abstract: A method and system are provided for the customized rehabilitation of cognitive abilities following an illness, such as COVID-19. The method comprises assessing the user's cognitive abilities by creating a post-illness cognitive impairment profile and, by presenting a stimulus and receiving a motion input, determining the skill level of a cognitive ability by presenting a stimulus and receiving a motion input. A customized precalculated training is then created and assigned to the user to rehabilitate the user's cognitive abilities. The precalculated training may comprise training games and assessment tasks specific to the user's illness and skill level and new games and tasks may be assigned as the user's skill level changes. This method may be implemented on a plurality of devices, and the responses may be transformed to uniformly compare the user's progress.

Abstract: A method and system are provided for the customized rehabilitation of cognitive abilities following a brain injury, such as a stroke. The method comprises assessing the user's cognitive abilities by creating a post-injury cognitive impairment profile and, by presenting a stimulus and receiving a motion input, determining the skill level of a cognitive ability by presenting a stimulus and receiving a motion input. A customized precalculated training is then created and assigned to the user to rehabilitate the user's cognitive abilities. The precalculated training may comprise training games and assessment tasks specific to the user's injury and skill level and new games and tasks may be assigned as the user's skill level changes. This method may be implemented on a plurality of devices, and the responses may be transformed to uniformly compare the user's progress.

Abstract: The disclosed technology includes systems and methods for determining secondary authentication of a user's log-in attempts by comparing received behavioral biometric data and/or received scenario-specific data to saved behavioral biometric data and/or saved scenario-specific data, respectively. Responsive to determining that the received behavioral biometric data and/or received scenario-specific data is above a predetermined threshold of similarity with respect to the saved behavioral biometric data and/or saved scenario-specific data, respectively, the systems and methods can determine that the corresponding log-in attempt is secondarily authenticated. of a user device via behavioral biometric data. Responsive to determining that the level of similarity is not above the predetermined threshold, the systems and methods can initiate a secondary authentication method and can associate the received behavioral biometric data with a second user model.

Abstract: A surgical system and method for markerless intraoperative navigation is provided. The system can includes a structured light system that can be utilized to intraoperatively sense three-dimensional surface geometry. The computer system is configured to segment a depth image to obtain surface geometry data of an anatomical structure embodied within the depth image, register the surface geometry data of the anatomical structure to a model, and update the surgical plan according to the registered surface geometry data. The surgical system is an endoscopic surgical system.

Abstract: Methods, non-transitory computer readable media, and arthroscopic video segmentation apparatuses and systems that facilitate improved, automatic segmentation analysis of videos of arthroscopic procedures are disclosed. With this technology, a video feed of an arthroscopic surgery can be automatically segmented using machine learning models and one or more tags related to the segments can be associated with the video feed. The generated videos can be output in real time to provide segmented information related to the surgical procedure or can be saved with the one or more segments tagged for playback for training or informational purposes.

Abstract: Methods, non-transitory computer readable media, and arthroscopic video segmentation apparatuses and systems that facilitate improved, automatic segmentation analysis of videos of arthroscopic procedures are disclosed. With this technology, a video feed of an arthroscopic surgery can be automatically segmented using machine learning models and one or more tags related to the segments can be associated with the video feed. The generated videos can be output in real time to provide segmented information related to the surgical procedure or can be saved with the one or more segments tagged for playback for training or informational purposes.

Abstract: Methods, non-transitory computer readable media, and arthroscopic video analysis apparatuses and systems that facilitate improved analysis of videos of arthroscopic procedures are disclosed. With this technology, analytical data related to the video feed of an arthroscopic surgery can be obtained using machine learning models and associated with the video feed. The generated videos can be output in real-time to provide contextual information related to the surgical procedure, or can be saved for playback for training or informational purposes.

Abstract: The disclosed technology includes systems and methods for determining secondary authentication of a user's log-in attempts by comparing received behavioral biometric data and/or received scenario-specific data to saved behavioral biometric data and/or saved scenario-specific data, respectively. Responsive to determining that the received behavioral biometric data and/or received scenario-specific data is above a predetermined threshold of similarity with respect to the saved behavioral biometric data and/or saved scenario-specific data, respectively, the systems and methods can determine that the corresponding log-in attempt is secondarily authenticated. of a user device via behavioral biometric data. Responsive to determining that the level of similarity is not above the predetermined threshold, the systems and methods can initiate a secondary authentication method and can associate the received behavioral biometric data with a second user model.

Abstract: A device determines that a data breach of an application has been reported and determines that an individual has an account with the application based on identifying an association between an application identifier and a username the individual uses to access the application. The device receives, from a user device associated with the individual, password information used to access the application. The device uses the password information and usernames for a group of applications with which the individual has accounts to perform a login procedure for the group of applications to determine that login information for one or more of the applications includes the password information used to access the application affected by the data breach. The device provides, to the user device or another device, a recommendation to change the password information used to access the application and the one or more applications.

Abstract: A compensator is described with higher bandwidth than a traditional differential compensator, lower area than traditional differential compensator (e.g., 40% lower area), and lower power than traditional differential compensator. The compensator includes a differential to single-ended circuitry that reduces the number of passive devices used to compensate an input signal. The high bandwidth compensator allows for faster power state and/or voltage transitions. For example, a pre-charge technique is applied to handle faster power state transitions that enables aggressive dynamic voltage and frequency scaling (DVFS) and voltage transitions. The compensator is configurable in that it can operate in voltage mode or current mode.

Abstract: The present invention discloses a smart electrical socket device enabling the detection of the temperature of the room in which it is installed; the device comprising a housing (1) essentially of a rectangular parallelepiped shape, where the front surface presents a female connection (6) enabling an external element (13) to be plugged in, and the rear surface includes pins (11) for the connection thereof to a power source; further incorporating a temperature module comprising a temperature sensor (2) disposed at the lower part of the internal metallic structure (10) and cut-outs (2.1) in the printed circuit board (PCB) (20) to isolate the heat produced by said board; a power consumption sensor circuit (4) disposed facing the printed circuit board (PCB) (20) and opposite the temperature sensor (2); a load actuator comprised of at least one relay; a power source (14); and a wireless communication module (5) disposed on the internal structure (PCB) (10).