Abstract: Embodiments of the present disclosure relate to devices, methods, apparatus, and medium for recurrent spiking neural network based equalization and demapping. A first communication device is configured to: obtain at least one parameter for a recurrent spiking neural network at the first communication device, wherein the at least one parameter is generated based on channel condition information between the first communication device and a second communication device; configure the recurrent spiking neural network based on the at least one parameter; and perform equalization and demapping on a signal received from the second communication device based on the recurrent spiking neural network. In this way, embodiments of the present disclosure provide a method for recurrent spiking neural network based equalization and demapping, thereby implementing a solution of a low power consumption joint equalization and demapping.

Abstract: A method and device for stepwise pressure-equalized pressure swing adsorption (PSA) gas separation by changing paths. A pressure equalization process is alternately performed between two groups of adsorbers, where one group performing an equalization depressurization (ED) process is an ED adsorber, while the other group performing an equalization repressurization (ER) process simultaneously is an ER adsorber. Each of the adsorbers has a feed port, an intermediate port, and a discharge port. Gas of the ED adsorber flows out through the discharge port and the intermediate port in the ED process. In the ER process, gas flowing out from the discharge port flows through the discharge port and intermediate port, and gas flowing out from the intermediate port flows through the intermediate port and the feed port, or flows in through one of the intermediate port and feed port.

Abstract: A method for treating a ceramic component for use in a semiconductor processing chamber, wherein the ceramic component comprises a ceramic laminate comprising a base zone comprising a first dielectric ceramic material, a protective, wherein the protective zone comprises a second dielectric ceramic material, and a transition zone between the protective zone and base zone, wherein the transition zone comprises the first dielectric ceramic material and the second dielectric ceramic material, wherein exposure of the ceramic component to UV light changes an optical property of at least a first part of the ceramic component is provided. A heat treatment of the ceramic component is provided by heating the ceramic component in a furnace to a temperature of between 400° C. to 1000° C. for a period between 2 hours to 20 hours, wherein the heat treatment changes the optical property of the first part of the ceramic component.

Abstract: A method of training a neural network based three-dimensional (3D) encoder is provided. A first plurality of samples of a training dataset are generated using a first 3D model. An image generator with multi-view rendering is used to generate a plurality of two-dimensional (2D) images having different viewpoints of the first 3D model. A first language model is used to generate a plurality of texts corresponding to the plurality of 2D images respectively. A first text for a first image is generated by using one or more text descriptions generated by the first language model. A point cloud is generated by randomly sampling points in the 3D model. The first plurality of samples are generated using the plurality of 2D images, the corresponding plurality of texts, and the point cloud. The neural network based 3D encoder is trained using the training dataset including the first plurality of samples.

Abstract: This application provides a fragmented packet traffic rate limiting method, a DPU fragmented packet forwarding method, and an electronic device. The rate limiting method includes: pre-coloring a target fragmented packet based on a preset packet fragment coloring table such that the target fragmented packet is provided with a color mark, where the color mark includes a discarded color and a reserved color; performing traffic evaluation on the pre-colored target fragmented packet based on a color-aware token bucket algorithm to perform secondary coloring processing on the target fragmented packet, and updating the packet fragment coloring table based on the color mark of the target fragmented packet subjected to secondary coloring; and performing rate limiting processing on a target fragmented packet which is marked as the discarded color.

Abstract: The invention features combination therapies using an IL-15-based superagonist complex and an antibody to effectively treat subjects with cancer and infectious diseases.

Abstract: There is provided an apparatus, said apparatus including circuitry for, at a distributed unit of a relay node, determining that an internet protocol, IP, address of the distributed unit of the relay node used for communicating with a centralised unit of a donor node over a first communication path including a first donor distributed unit is to be reused after a change from the first communication path to a second communication path including a second donor distributed unit and providing an indication to the control plane of the centralised unit of the donor node that the IP address is to be reused.

Abstract: Implementations relate to reducing latency in generating and/or rendering natural language (NL) output generated using a large language model (LLM). Processor(s) of a system can: receive NL based input associated with a client device, and generate the NL based output utilizing the LLM. The NL based output can be a stream of NL based output in that it includes a plurality of segments, and is generated on a segment-by-segment basis. In some implementations, a first segment of the stream of NL based output is selected for inclusion in the stream of NL based output as a second segment (and any subsequent segment) is being generated to reduce latency in evaluating the NL based output as a whole prior to rendering thereof. In some versions of those implementations, the first segment is rendered as the second segment (and any subsequent segment) is being generated to further reduce latency in rendering thereof.

Abstract: Methods, systems, apparatus, and articles of manufacture to improve reliability of vias in a glass substrate of an integrated circuit package are disclosed. An example integrated circuit (IC) package substrate includes a glass substrate, a via extending between first and second surfaces of the glass substrate, and a conductive material provided in the via, the conductive material including gallium and silver.

Abstract: Provided are systems for authenticating an individual using image feature templates that include at least one processor to train a first machine learning model based on a training dataset of a plurality of images of a user, generate a plurality of image feature templates using the first machine learning model, wherein each image feature template of the plurality of image feature templates is associated with a positive authentication of the identity of the user during a time interval, generate a second machine learning model based on the plurality of image feature templates, generate a predicted image feature template using the second machine learning model, determine whether to authenticate the identity of the user based on an input image of the user, and perform an action based on determining whether to authenticate the identity of the user. Methods and computer program products are also provided.

Abstract: Wireless communications and beam failure recovery are described. A wireless device may send one or more messages associated with a beam failure recovery for one or more cells. The one or more message may comprise an indication that a candidate beam is not available. The one or more message may comprise at least one value to indicate information associated with a candidate beam.

Abstract: A pretreatment module comprises: a first airflow path and a second airflow path, wherein the first airflow path is provided with a first dehumidification heat exchanger, and the second airflow path is provided with a second dehumidification heat exchanger; and a pipeline and valve assembly, wherein, a second end of the first airflow path and a second end of the second airflow path are connected to an air inlet and an air outlet of a natural cooling device of the cooling system through the pipeline and valve assembly; wherein, the pipeline and valve assembly is configured to switch between a first mode and a second mode; in the first mode, the pipeline and valve assembly is configured to connect the first airflow path to the air inlet; and in the second mode, the pipeline and valve assembly is configured to connect the first airflow path to the air outlet.

Abstract: The present disclosure generally relates to a flow reactor system (100) and a flow reaction method (200). The flow reactor system (100) comprises liquid pumps (110) for communicating liquid reagents based on a set of flow conditions, a fluid pump (200) for communicating a carrier fluid that is immiscible with the liquid reagents; a fluidic mixer (130) for mixing the liquid reagents into a liquid mixture, a measurement device (150) for measuring properties of liquid plugs (140) discharged from an outlet (136) of the fluidic mixer (130); and a control module configured for controlling the liquid pumps (110) and adjusting the flow conditions based on the measured properties of the liquid plugs (140), wherein the liquid plugs (140) are representative of different flow conditions.

Abstract: The disclosure provides a method, apparatus, electronic device, and storage medium for controlling a user state. In some embodiments, the disclosure provides a method for controlling the user state. The method is applied to collaborative office software and includes: determining, for a user of the collaborative office software, at least one user state as a preset user state in advance; cancelling activation of a further automatically activated user state during an activation period of the preset user state; or suspending activation of a further automatically activated user state during the activation period of the preset user state. The method in embodiments of the disclosure prevents the automatically activated user state from replacing the preset user state, thereby improving the user experience.

Abstract: A small molecule inhibitor targeting EB virus antigen protein, and/or a pharmaceutical composition comprising same, capable of being used for treating diseases caused by EB virus infection, such as, but not limited to, cancer, infectious mononucleosis, chronic fatigue syndrome, multiple sclerosis, systemic lupus erythematosus or rheumatoid arthritis, especially nasopharyngeal carcinoma. The present disclosure further provides a small molecule inhibitor against nasopharyngeal carcinoma, and/or a pharmaceutical composition comprising same, capable of being used for treating nasopharyngeal carcinoma.

Abstract: Embodiments described herein generally relate to cartridges suitable for performing electrophoretic separation of analytes. Cartridges described herein are particularly well suited for reuse. Cartridges described herein can include a reservoir disposed between a capillary and a container containing a run buffer. The reservoir can inhibit run buffer from intruding into the capillary, thereby allowing repeated electrophoretic separations to be more consistent, more accurate, and/or more reliable.

Abstract: A base station may set one or more bits of DCI that at least one of indicate or trigger a configuration of an ML model at a UE. The configuration may be based on an association between at least one first ML block for a first procedure and at least one second ML block for a second procedure. The at least one second ML block may be dedicated to a task included in a plurality of tasks associated with the at least one first ML block. The base station may transmit the DCI including the one or more bits to the UE, which may cause the UE to configure the ML model including the association between the at least one first ML block for the first procedure and the at least one second ML block for the second procedure.

Abstract: Embodiments of the present disclosure include techniques for validating structured electronic documents. In one embodiment, a structured electronic document comprises a reference to a fragment in another structure electronic document. The documents are combined to replace reference with the fragment. The resulting combined document may be validated to generate a first diagnostic array corresponding to the combined document. The first diagnostic array is converted to a second diagnostic array corresponding to the original document. A validation result may specify where in the original documents an error occurred.

Abstract: Aspects of the disclosure are directed to coordination. In accordance with one aspect, an apparatus including a plurality of slices, wherein each slice of the plurality of slices is configured for distributed information processing; and a plurality of dedicated databuses, wherein each slice of the plurality of slices is coupled to one of the plurality of dedicated databuses and each slice of the plurality of slices is configured for local coordination for the distributed information processing.

Abstract: Provided are a water pan and an indoor unit. The water pan includes: a frame including an annular side wall and a mounting groove body; and a water tray arranged in the mounting groove body. An annular air outlet surrounding the water tray is formed between the annular side wall and the water tray. The annular air outlet is continuously arranged, which reduces a blind region of an air supply at a partition of an air outlet, expands an air supply range, and enables the indoor unit using the water pan to realize a 360° air supply.