Abstract: Methods of preparing highly purified steviol glycosides, particularly rebaudiosides A, D and X are described. The method includes the step of contacting a steviol glycoside substrate with a biocatalyst protein enzyme comprising UDP-glucosyltransferase, wherein the target steviol glycoside is Rebaudioside X. The highly purified rebaudiosides A, D and X, are useful as non-caloric sweetener in edible and chewable compositions such as any beverages, confectioneries, bakery products, cookies, and chewing gums.

Abstract: A shelving system includes a support structure, one or more shelf units, and a plurality of load pins. The one or more shelf units are configured to couple on the support structure. At least one of the shelf units includes a shelf platform, and two or more brackets coupled to the shelf platform. At least one of the brackets includes a body and defines an opening having a main slot, and two or more stopping position branch slots adjoining the main slot. Each of at least one of plurality of load pins is coupled between one of the two or more brackets and the support structure such that the bracket is moveable to shift the load pin from one stopping position branch slot to another stopping position branch slot to adjust the position of the shelf unit while the shelf unit remains partially supported by the support structure.

Abstract: Computer memory systems employing localized generation of a global bit line (GBL) clock signal to reduce clock signal read path divergence for improved signal tracking, and related methods. The memory system includes one or more memory banks that each include a memory array comprised memory bit cells organized in respective memory row and memory column circuits. A global bit line (GBL) keeper circuit in a GBL control path in the memory system is coupled to the GBLs to latch output read data from a word line path in a selected memory row circuit of a selected memory bank in a read operation. To improve tracking of timing of the GBL control path with the word line paths in the memory row circuits, a GBL clock signal and local WL clock signal in a given memory bank are separately sourced from a source clock locally within the selected memory bank.

Abstract: Novel mogrosides and methods for heir purification are provided herein. In addition, compositions comprising said novel mogrosides and methods for preparing the same are provided.

Abstract: A column in a memory array includes one bit cell circuit in each row for storing information about the row. The bit cell circuits store data in a data node and a complement data node in a cross-coupled inverter circuit. Toggling the nodes in a cross-coupled inverter includes discharging a charged node in contention with a charge current provided in the cross-coupled inverter circuit. The column circuit includes a first voltage supply circuit to decouple the cross-coupled inverter circuits from a first voltage rail to cut off charging current in response to a column set signal in a column set operation. The cross-coupled inverters of the bit cell circuits in the column circuit are coupled to a first voltage supply line. The column set input controls the first voltage supply circuit to decouple the first voltage supply line from a first voltage rail.

Abstract: Novel mogrosides and methods for heir purification are provided herein. In addition, compositions comprising said novel mogrosides and methods for preparing the same are provided.

Abstract: A method, apparatus, and computer program product for executing a relational database management system (RDBMS) in a computer system, wherein the RDBMS manages a relational database comprised of at least one column-partitioned base table storing data. Column values from at least one column of the column-partitioned base table are stored in one or more containers spread across one or more data blocks. Metadata comprising summarized information about the column values in the containers is stored in a metadata index subtable. A query with a filtering condition on the column is applied to the metadata index subtable before the column-partitioned base table is accessed, so that only qualified containers and data blocks are accessed, and unqualified containers and data blocks are eliminated, when responding to the query.

Abstract: Various embodiments of the present technology provide compositions and methods for a sweetener composition comprising stevia leaf extract, stevia glycosides, and/or Luo Han Guo fruit extract. The sweetener composition provides enhanced taste and/or flavor properties as compared to other non-caloric or low-caloric sweeteners. The sweetener composition has a reduced aftertaste relative to stevia leaf extract and/or purified steviol glycoside. The sweetener composition may be formulated into any edible sweetened substances.

Abstract: A method and system of predicting molecular properties is provided herein. The method includes representing a molecule as a graph and a string. The method further includes encoding the graph into a first feature representation and the string into a second feature representation, using a graph neural network and a transformer-based network, respectively. The method further includes concatenating the first feature representation obtained from the graph neural network and the second feature representation obtained from the transformer-based network to create a combined feature representation. The method further includes fusing the combined feature representation using a linear layer to obtain a synergistic combined feature representation for the molecule. The method further includes predicting one or more molecular properties for the molecule using the synergistic combined feature representation and a predictor network.

Abstract: Computer memory systems employing localized generation of a global bit line (GBL) clock signal to reduce clock signal read path divergence for improved signal tracking, and related methods. The memory system includes one or more memory banks that each include a memory array comprised memory bit cells organized in respective memory row and memory column circuits. A global bit line (GBL) keeper circuit in a GBL control path in the memory system is coupled to the GBLs to latch output read data from a word line path in a selected memory row circuit of a selected memory bank in a read operation. To improve tracking of timing of the GBL control path with the word line paths in the memory row circuits, a GBL clock signal and local WL clock signal in a given memory bank are separately sourced from a source clock locally within the selected memory bank.

Abstract: The present disclosure relates to system(s) and method(s) for tuning an analytical model. The system builds a global analytical model based on modelling data received from a user. Further, the system analyses a target eco-system to identify a set of target eco-system parameters. The system further selects a sub-set of model parameters, corresponding to the set of target eco-system parameters, from a set of model parameters. Further, the system generates a local analytical model based on updating the global analytical model, based on the sub-set of model parameters and one or more PMML wrappers. The system further deploys the local analytical model at each node, from a set of nodes, associated with the target eco-system. Further, the system gathers test results from each node based on executing the local analytical model. The system further tunes the sub-set of model parameters associated with the local analytical model using federated learning algorithms.

Abstract: Various embodiments of the present technology provide compositions and methods for a sweetener composition comprising stevia leaf extract, stevia glycosides, and/or Luo Han Guo fruit extract. The sweetener composition provides enhanced taste and/or flavor properties as compared to other non-caloric or low-caloric sweeteners. The sweetener composition has a reduced aftertaste relative to stevia leaf extract and/or purified steviol glycoside. The sweetener composition may be formulated into any edible sweetened substances.

Abstract: Various embodiments of the present technology provide a sweetener composition comprising stevia glycosides that may be stably soluble in an aqueous solution, and methods for their manufacture. In various embodiments, the sweetener composition may comprise at least one stevia glycoside and a natural emulsifier. The natural emulsifier of the sweetener composition may enhance the aqueous solubility of the stevia glycoside to increase the concentration of dissolved stevia glycoside relative to its inherent aqueous solubility. The sweetener composition may be stably soluble upon formulation into any edible sweetened substances.

Abstract: A column in a memory array includes one bit cell circuit in each row for storing information about the row. The bit cell circuits store data in a data node and a complement data node in a cross-coupled inverter circuit. Toggling the nodes in a cross-coupled inverter includes discharging a charged node in contention with a charge current provided in the cross-coupled inverter circuit. The column circuit includes a first voltage supply circuit to decouple the cross-coupled inverter circuits from a first voltage rail to cut off charging current in response to a column set signal in a column set operation. The cross-coupled inverters of the bit cell circuits in the column circuit are coupled to a first voltage supply line. The column set input controls the first voltage supply circuit to decouple the first voltage supply line from a first voltage rail.

Abstract: Various embodiments of the present technology provide compositions and methods for a sweetener composition comprising stevia leaf extract, stevia glycosides, and/or Luo Han Guo fruit extract. The sweetener composition provides enhanced taste and/or flavor properties as compared to other non-caloric or low-caloric sweeteners. The sweetener composition has a reduced aftertaste relative to stevia leaf extract and/or purified steviol glycoside. The sweetener composition may be formulated into any edible sweetened substances.

Abstract: Various embodiments of the present technology provide a sweetener composition comprising stevia glycosides that may be stably soluble in an aqueous solution, and methods for their manufacture. In various embodiments, the sweetener composition may comprise at least one stevia glycoside and a natural emulsifier. The natural emulsifier of the sweetener composition may enhance the aqueous solubility of the stevia glycoside to increase the concentration of dissolved stevia glycoside relative to its inherent aqueous solubility. The sweetener composition may be stably soluble upon formulation into any edible sweetened substances.

Abstract: A CAM array of compare memory cell circuits includes a decode column corresponding to each set, and each set includes at least one row of the compare memory cell circuits. Each decode column receives a set clock signal addressing the corresponding set and generates a set match signal in each row of the corresponding set. A column compare circuit generates compare data indicating a bit of a compare tag. A row match circuit generates, for each row, in response to the set match signal, a row match signal indicating the compare tag matches the binary tag stored in the row. Circuits and loads in a decode column employed to generate the set clock signal correspond to circuits generating the row match signal in each column of the CAM array to reduce a timing margin of the match indication and decrease the access time for the CAM array.

Abstract: Various embodiments of the present technology provide compositions and methods for a sweetener composition comprising stevia leaf extract, stevia glycosides, and/or Luo Han Guo fruit extract. The sweetener composition provides enhanced taste and/or flavor properties as compared to other non-caloric or low-caloric sweeteners. The sweetener composition has a reduced aftertaste relative to stevia leaf extract and/or purified steviol glycoside. The sweetener composition may be formulated into any edible sweetened substances.

Abstract: The present disclosure relates to system(s) and method(s) to generate alerts while monitoring a machine learning model in real time. The system is configured to receive, in response to a first input parameter, a first output parameter generated by a first function of a learning model corresponding to a machine learning model. The system is further configured to receive, in response to a second input parameter, a second output parameter generated by a second functionality of a real-time model corresponding to the machine learning model. Further, the system is configured to compare the first output parameter with the second output parameter and the first input parameter with the second input parameter to generate tuning and rebuilding alerts.

Abstract: A CAM array of compare memory cell circuits includes a decode column corresponding to each set, and each set includes at least one row of the compare memory cell circuits. Each decode column receives a set clock signal addressing the corresponding set and generates a set match signal in each row of the corresponding set. A column compare circuit generates compare data indicating a bit of a compare tag. A row match circuit generates, for each row, in response to the set match signal, a row match signal indicating the compare tag matches the binary tag stored in the row. Circuits and loads in a decode column employed to generate the set clock signal correspond to circuits generating the row match signal in each column of the CAM array to reduce a timing margin of the match indication and decrease the access time for the CAM array.