Abstract: A memory circuit includes a column of memory cells configured to receive a set of kth bits of a number H of bits of each input data element of a plurality of input data elements, and each memory cell of the column of memory cells is configured to multiply the kth bit of a corresponding input data element of the plurality of data elements with a first weight data element stored in the memory cell, and to generate a corresponding first product data element. The memory circuit includes an adder tree configured to generate a summation data element based on each of the first product data elements.

Abstract: An optimization method for data flow includes converting a plurality of extract-transform-load (ETL) scripts into a data flow diagram, wherein the data flow diagram includes a plurality of data lineages, with each data lineage including a plurality of data nodes; performing a first merging process, which repeatedly identifies at least two data lineages with the same nodes and merges them into a data family until any two of the data lineages do not have the same nodes; performing a second merging process, which calculates a column similarity of a pair of node, wherein the pair of nodes includes two adjacent data nodes within a data lineage; when the column similarity exceeds a threshold, merging the two data nodes; when the column similarity of the pair of nodes falls below the threshold, the data flow diagram is optimized, which is then converted into ETL scripts accordingly.

Abstract: A method of building upstream-and-downstream configuration of sensors includes determining two sets of geographic position data of a target sensor and a candidate sensor, obtaining pollution-associated periods according to pieces of flow field data, the sets of geographic position data and pieces of target sensing data of the target sensor to determine a pollution-associated period, calculating a correlation between target sensing data obtained by the target sensor during the pollution-associated period and candidate sensing data obtained by the candidate sensor during the associated air pollution period to obtain sensor correlations, and determining the target sensor and the candidate sensor having a upstream-and-downstream relationship with the candidate sensor being used as a satellite sensor of the target sensor when a quantity ratio of sensor correlations being larger than or equal to a correlation threshold is larger than or equal to a default ratio.

Abstract: In a method of forming a pattern, a photo resist layer is formed over an underlying layer, the photo resist layer is exposed to an actinic radiation carrying pattern information, the exposed photo resist layer is developed to form a developed resist pattern, a directional etching operation is applied to the developed resist pattern to form a trimmed resist pattern, and the underlying layer is patterned using the trimmed resist pattern as an etching mask.

Abstract: A layout pattern for magnetoresistive random access memory (MRAM) includes a substrate having a first active region, a second active region, and a word line connecting region between the first active region and the second active region, a first gate pattern extending along a first direction from the first active region to the second active region, a second gate pattern extending along the first direction from the first active region to the second active region, a first magnetic tunneling junction (MTJ) between the first gate pattern and the second pattern and within the word line connecting region, and a second MTJ between the first gate pattern and the second gate pattern in the first active region. Preferably, top surfaces of the first MTJ and the second MTJ are coplanar.

Abstract: The present invention relates to a heat- and ethylene-inducible plant specific promoter, and its relevant recombinant plasmids and transgenic plants.

Abstract: In accordance with the objectives of the invention a new method is provided to tune the Edge Bead Remove hump and to further prevent a pointed or tip shaped Edge Bead Remove edge, thus preventing peeling of the low-k dielectric film after the process of Chemical Mechanical Polishing of the low-k film.

Abstract: In accordance with the objectives of the invention a new method is provided to tune the Edge Bead Remove hump and to further prevent a pointed or tip shaped Edge Bead Remove edge, thus preventing peeling of the low-k dielectric film after the process of Chemical Mechanical Polishing of the low-k film.

Abstract: A method and system for monitoring the quality of a slurry utilized in a chemical mechanical polishing operation. A slurry is generally delivered through a tubular path during a chemical mechanical polishing operation. A laser light is generally transmitted from a laser light source, such that the laser light comes into contact with the slurry during the chemical mechanical polishing operation. The laser light can then be detected, after the laser light comes into contact with the slurry to thereby monitor the quality of the slurry utilized during the chemical mechanical polishing operation. The laser light that comes into contact with the slurry can be also be utilized to monitor a mixing ratio associated with the slurry.

Abstract: This invention provides a method to improve the adhesion between dielectric material layers at the interface thereof, during the manufacture of a semiconductor device. The first step is to form a SiC-based dielectric material layer over a substrate. The SiC-based dielectric material layer is treated by oxygen plasma. A second layer of dielectric material is formed over the SiC-based dielectric material layer.

Abstract: A method and system for monitoring the quality of a slurry utilized in a chemical mechanical polishing operation. A slurry is generally delivered through a tubular path during a chemical mechanical polishing operation. A laser light is generally transmitted from a laser light source, such that the laser light comes into contact with the slurry during the chemical mechanical polishing operation. The laser light can then be detected, after the laser light comes into contact with the slurry to thereby monitor the quality of the slurry utilized during the chemical mechanical polishing operation. The laser light that comes into contact with the slurry can be also be utilized to monitor a mixing ratio associated with the slurry.

Abstract: A method for forming a capping layer for improved adhesion with an underlying insulating layer in a multiple layer semiconductor device manufacturing process including providing a semiconductor wafer including a process surface comprising a dielectric insulating layer; and, providing a capping layer overlying the dielectric insulating layer according to a chemical vapor deposition CVD) process. The capping layer of the present invention has improved adhesion and a reduced dielectric constant with comparable current leakage compared to capping layers of the prior art.

Abstract: A method and system for monitoring the quality of a slurry utilized in a chemical mechanical polishing operation. A slurry is generally delivered through a tubular path during a chemical mechanical polishing operation. A laser light is generally transmitted from a laser light source, such that the laser light comes into contact with the slurry during the chemical mechanical polishing operation. The laser light can then be detected, after the laser light comes into contact with the slurry to thereby monitor the quality of the slurry utilized during the chemical mechanical polishing operation. The laser light that comes into contact with the slurry can be also be utilized to monitor a mixing ratio associated with the slurry.

Abstract: A method for forming a capping layer for improved adhesion with an underlying insulating layer in a multiple layer semiconductor device manufacturing process including providing a semiconductor wafer including a process surface comprising a dielectric insulating layer; and, providing a capping layer overlying the dielectric insulating layer according to a chemical vapor deposition CVD) process.

Abstract: Within a method for forming a dual damascene aperture there is surface treated a first dielectric layer to form a surface treated first dielectric layer having a first surface composition different than a first bulk composition. There is then formed upon the surface treated first dielectric layer a second dielectric layer having a second bulk composition. Finally, there is then formed through the second dielectric layer a trench contiguous with and overlapping a via formed through the surface treated first dielectric layer. Within the present invention, when forming the trench through the second dielectric layer an endpoint is determined by detecting a difference between the second bulk composition and the first surface composition.

Abstract: A method and system for monitoring the quality of a slurry utilized in a chemical mechanical polishing operation. A slurry is generally delivered through a tubular path during a chemical mechanical polishing operation. A laser light is generally transmitted from a laser light source, such that the laser light comes into contact with the slurry during the chemical mechanical polishing operation. The laser light can then be detected, after the laser light comes into contact with the slurry to thereby monitor the quality of the slurry utilized during the chemical mechanical polishing operation. The laser light that comes into contact with the slurry can be also be utilized to monitor a mixing ratio associated with the slurry.

Abstract: This invention provides a method to improve the adhesion between dielectric material layers at the interface thereof, during the manufacture of a semiconductor device. The first step is to form a SiC-based dielectric material layer over a substrate. The SiC-based dielectric material layer is treated by oxygen plasma. A second layer of dielectric material is formed over the SiC-based dielectric material layer.

Abstract: Within a method for forming a dual damascene aperture there is surface treated a first dielectric layer to form a surface treated first dielectric layer having a first surface composition different than a first bulk composition. There is then formed upon the surface treated first dielectric layer a second dielectric layer having a second bulk composition. Finally, there is then formed through the second dielectric layer a trench contiguous with and overlapping a via formed through the surface treated first dielectric layer. Within the present invention, when forming the trench through the second dielectric layer an endpoint is determined by detecting a difference between the second bulk composition and the first surface composition.