Abstract: The present disclosure provides a memory device, which includes a memory array, a read-clock generation circuit, and a local input/output circuit. The read-clock generation circuit receives a sense amplifier enable signal, a first sense amplifier pre-charge signal, and a latched write enable signal to generate a first read enable signal. The local input/output circuit includes multiple pairs of column-address pass gates, and a pair of read pass gates. The plurality of pairs of column-address pass gates are configured to receive data from a bit-line pair of the memory cells in a row selected by an address signal. The pair of read pass gates connects a read bit-line pair to the bit-line pair in response to the first read enable signal being in a low-logic state. The first read enable signal is de-asserted after the read bit-line pair connected to the pair of read pass gates are pre-charged.

Abstract: A method includes forming bottom conductive lines extending along a first direction; forming a first memory cell over one of the bottom conductive lines and a second memory cell over another one of the bottom conductive lines; forming a third memory cell over the one of the bottom conductive lines and a fourth memory cell over the another one of the bottom conductive lines, wherein the third memory cell and the fourth memory cell are at a higher level than the first memory cell and the second memory cell; and forming top conductive lines above the bottom conductive lines, wherein one of the top conductive line vertically overlaps the first and third memory cells, and another one of the top conductive line vertically overlaps the second and fourth memory cells.

Abstract: A write circuitry may include a first write driver and at least one additional write driver for a set of bitlines coupled to bitcells of a memory; column select circuitry; a first storage element coupled to an input data pin to receive data for storing in the memory; and at least one additional storage element coupled in series with the first storage element. The first storage element and each of the at least one additional storage element are also coupled to a corresponding write driver. The column select circuitry may include a first column select circuitry for the first write driver that selects from a first subset of the set of bitlines; and a second column select circuitry for a second write driver that selects from a second subset of the set of bitlines, where the first subset and the second subset are overlapping sets.

Abstract: A low-power static random access memory (SRAM) for at-memory architecture is set forth. The on-chip SRAM in at-memory architecture is located adjacent to PE (Processing Element) so that the same voltage as PE, vddp, is required at the SRAM circuit connected to PE. Further lower bitline precharge voltage, around 0.1V, than vddp is designed by smart charge sharing method using appropriate segmented bit lines. On the other hand, SRAM write operation needs higher voltage than PE. To generate such high writing voltage from din voltage which is generated by vddp of PE, write main amplifier which is located at the opposite side of read main amplifier which is located next to PE is designed. In addition, seamless read operation without any segmented sub arrays, and separated read and write MA (Main Amplifier) are proposed.

Abstract: A computer system is provided that includes a single processing unit and a plurality of high bandwidth flash (HBF) packages that are in electrical communication with the single processing unit. Each of the HBF packages has a plurality of memory dies with arrays of memory cells. The HBF packages have a combined bandwidth during read with the single processing unit of at least 2.7 TB/s. The dies have a power efficiency of no greater than 1.1 pJ/bit.

Abstract: A federated distributed computational system enables secure biological data analysis and genomic medicine through hybrid simulation capabilities. The system implements a hybrid simulation orchestrator that coordinates classical numerical simulations with machine learning models for biological system analysis, while maintaining secure cross-institutional data exchange. The architecture coordinates multi-scale spatiotemporal synchronization across computational nodes, with each node containing local processing capabilities for biological data analysis and privacy preservation protocols. The system implements cellular machinery assembly analysis, real-time patient data integration, and multi-modal image integration with spatiotemporal health data annotation. Through a distributed graph architecture, the system enables cross-species genetic analysis, environmental response modeling, and multi-scale tensor-based data integration with adaptive dimensionality control.

Abstract: A user interface is provided for displaying in the same panel and at the same time a sequence of a polymeric compound and multiple pieces of spectral evidence from an experimental product ion spectrum that are linked to a bond of the sequence. The sequence and the spectrum of the polymeric compound are received, where one or more product ions of the spectrum are assigned to at least one bond of the sequence. The sequence is displayed in a panel of a display device with at least one interactive icon between at least two elements of the sequence representing the bond. When the interactive icon is selected, at least two different spectral plots of the spectrum showing two different product ions of the spectrum that support a cleavage of the bond are displayed in the same panel of the sequence and at the same time as the sequence.

Abstract: A method for unsupervised pre-training of a machine learning model. The method includes providing a set of training examples for inputs of the machine learning model; specifying a region of the machine learning model to be pre-trained; generating variations from each training example; processing each variation into a first output in a first processing branch, which includes at least one first instance of the region to be pre-trained; processing each variation into a second output in a second processing branch which includes at least one second instance of the region to be pre-trained; for each variation, ascertaining the similarity of the first output generated from this variation to an aggregation of the second outputs generated from all the other variations of the same training example; optimizing parameters that characterize behavior of the first instance of the region to be pre-trained, with the goal of maximizing the similarity thus ascertained.

Abstract: Image fingerprints (embeddings) are generated by an image fingerprinting model and indexed with an approximate nearest neighbors (ANN) model trained to identify the most similar fingerprint based on a subject embedding. For image matching, a score is provided that indicates a similarity between the input embedding and the most similar identified embedding, which allows for matching even when an image has been distorted, rotated, cropped, or otherwise modified. For image classification, the embeddings in the index are clustered and the clusters are labeled. Users can provide just a few images to add to the index as a labeled cluster. The ANN model returns a score and label of the most similar identified embedding for labeling the subject image if the score exceeds a threshold. As improvements are made to the image fingerprinting model, a converter model is trained to convert the original embeddings to be compatible with the new embeddings.

Abstract: A device for detecting and identifying a living or non-living entity includes a real entity unit equipped on an element that is to be detected and identified. At least one detection module is equipped on another element configured to detect the real entity unit, which broadcasts, in a unidirectional manner and without dialogue and in loops, a real image or a virtual image or an avatar of the entity to be detected and information or attributes associated with an identity of the entity. The real entity unit includes a storage and/or digital recording means, a power supply internal means, remote reception means, capture means, and broadcasting means. Each detection module is equipped with reception means, temporary storage means, displaying or listening means, and processing means for processing the data.

Abstract: A method and apparatus for performing a load balancing assignment of a set of cameras having different camera specifications to a set of recorders having different recorder specifications/The aspects include determining a set of load balancing factors configured to match the cameras in the set of cameras to the recorders in the set of recorders responsive to scene analysis information. The set of load balancing factors include at least a camera scene importance. The aspects include assigning one or more of the cameras in the set to record to one or more of the recorders in the set responsive to the set of load balancing factors and the set of recorder specifications. The aspects include recording, by the one or more of the recorders, video information from a corresponding one of the one or more cameras based on the assigning of one or more of the cameras to record to the one or more of the recorders.

Abstract: Disclosed is a motion generation device tagged with text and an operation method thereof. The motion generation device may include a memory configured to store at least one instruction; and at least one processor configured to execute the at least one instruction stored in the memory, wherein the at least one processor is configured to: obtain animation data including a character, convert the obtained animation data into intermediate data for generating a motion of the character over a plurality of frames, generate the motion of the character based on the converted intermediate data, generate a caption for each of the plurality of frames included in the generated motion of the character, generate a text corresponding to the motion of the character by providing the plurality of generated captions to a language model, and generate the text-tagged motion by labeling the generated text to the motion of the character.

Abstract: A roadside device including an imaging unit, a communication unit, a notification unit, and a control unit, wherein when a pedestrian near a road is detected from a video from the imaging unit, the control unit receives vehicle information including relative position information between a first vehicle that is an autonomous driving vehicle approaching the roadside device and a second vehicle around the first vehicle from an information processing device via the communication unit, and notifies the pedestrian of notification information including the relative position information by the notification unit.

Abstract: A method, program product, apparatus and system for parking slot detection. The method involves obtaining a top-down representation of the surrounding area around a vehicle based on images from cameras mounted on the vehicle. The method comprises obtaining a top-down representation of a surrounding area around a vehicle, that is generated based images from cameras mounted on the vehicle. Detection of parking slot objects in the top-down representation is performed using an Artificial Neural Network (ANN)-based object detection model to detect parking objects from different classes, such as vacant, blocked, occupied, and indistinct. The model is configured to output a plurality of heat-maps, each of which is associated with an individual class of parking slot and a matrix of the same dimensions as the heatmap, indicating, in each cell, an orientation measurement indicating an orientation of a parking slot object that has a center at the respective cell.

Abstract: A system of operating a vehicle occupant safety detection system includes a camera for obtaining an image with a field of all occupants of the vehicle. The image may be processed by a helmet detection sub-system comprising a helmet recognition neural network block containing recognition data for approved helmets, and a helmet monitoring block configured to process the image from the camera to detect the presence of an approved helmet on all vehicle occupants. Additional sub-systems dedicated to detecting other safety devices and their proper use are also provided, for example, an eye protection detection sub-system, and a safety restraint detection sub-system. A binary determination of “safe” or “unsafe” may then be transmitted on a periodic basis to the Vehicle Safety System. In case of an “unsafe” determination, a safety correction action may be taken, such as restricting vehicle speed to a safe limit.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed. An example apparatus includes an audio detector to determine a first audience count based on signatures of audio data captured in the media environment, a thermal image detector to determine a heat blob count based on a frame of thermal image data captured in the media environment, and an audience image detector to identify at least one audience member based on a comparison of a frame of audience image data with a library of reference audience images, the audience image detector to perform he comparison in response to the first audience count not matching the heat blob count.

Abstract: A system for computer implemented assisting the identification of preferences of a user with respect to different candidates presented to the user comprises a camera (11) arranged and configured to capture images (IMGx) of the user's face. A face recognition engine (21) is configured to extract features from one or more captured images (IMGx) of the user's face in response to a candidate (pCAx) being presented to the user (U). A matching engine (22) is configured to assign a satisfaction value (SVx) to the extracted features, the satisfaction value (SVx) representing the user's satisfaction with the presented candidate (pCAx). The matching engine (22) is further configured to select, for presentation, one or more further candidates (fCAx) dependent on satisfaction values (SVx) assigned with reference to candidates (pCAx) presented to the user (U) so far.

Abstract: An electronic lockbox with a single sensor that can detect both the position of a key compartment component (or a movable key bin) and the presence of a removable key fob (attached to a building key). The key compartment includes a first magnet and the removable key fob includes a second magnet. The single sensor can detect the presence of neither magnet, the first magnet alone, or both the first and second magnet together. If neither magnet is detected, then the key compartment (movable bin) is open. If only the first magnet is detected, then the key compartment (movable bin) has been closed without the removable key fob. If both the first and second magnets are detected, then the key compartment (movable bin) is closed with the removable key fob inside the movable bin.

Abstract: A visitor management apparatus 1 is provided with: an identification information acquiring part 11 for acquiring visitor identification information of a visitor coming to a building, an evaluation value acquiring part 12 for acquiring evaluation value for the visitor by a resident living in the building, a storing part 13 for storing the visitor identification information corresponding to the visitor and the evaluation value corresponding to the visitor in association with each other, and a providing part 14 for providing the visitor identification information and the evaluation value associated with each other and stored in the storing part 13 to an other building differing from the building.

Abstract: A bill validator mount holds a bill validator in a bill insertion position relative to an electronic gaming machine (EGM), such that the bill validator is configured to receive a bill from a player in the bill insertion position. The mount cage assembly facilitates tilting the bill validator backward from the bill insertion position to a servicing position that allows access to the bill validator for servicing from a back of the EGM cabinet. The mount cage assembly additionally facilitates lowering the bill validator from the bill insertion position to a collections position, such that the cash box can be accessed for collections. The mount cage assembly provides a way to easily service the bill validator while keeping the cash box secure.