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201results about How to "Shorten write time" patented technology

Method to reduce I/O for hierarchical data partitioning methods

A method and system for generating a decision-tree classifier from a training set of records, independent of the system memory size. The method includes the steps of: generating an attribute list for each attribute of the records, sorting the attribute lists for numeric attributes, and generating a decision tree by repeatedly partitioning the records using the attribute lists. For each node, split points are evaluated to determine the best split test for partitioning the records at the node. Preferably, a gini index and class histograms are used in determining the best splits. The gini index indicates how well a split point separates the records while the class histograms reflect the class distribution of the records at the node. Also, a hash table is built as the attribute list of the split attribute is divided among the child nodes, which is then used for splitting the remaining attribute lists of the node. The method reduces I/O read time by combining the read for partitioning the records at a node with the read required for determining the best split test for the child nodes. Further, it requires writes of the records only at one out of n levels of the decision tree where n>/=2. Finally, a novel data layout on disk minimizes disk seek time. The I/O optimizations work in a general environment for hierarchical data partitioning. They also work in a multi-processor environment. After the generation of the decision tree, any prior art pruning methods may be used for pruning the tree.
Owner:IBM CORP

Pixel circuit, driving method of pixel circuit, organic light-emitting display panel and display device

The invention discloses a pixel circuit, a driving method of the pixel circuit, an organic light-emitting display panel and a display device. A unified public voltage signal is inputted to a first electrode of a drive transistor before a data signal is written into a control electrode of the drive transistor; the public voltage signal and a threshold voltage of the drive transistor are written into a control electrode of the drive transistor, so that relatively high current can pass through the drive transistor, threshold voltage deviation, which is caused by bias stress, of the drive transistor can be recovered, a retarding effect of the drive transistor can be improved and the occurrence of a ghosting phenomenon can be prevented; in addition, when the data signal is written into the control electrode of the drive transistor, a time of writing the data signal can be shortened, and the control electrode and the first electrode of the drive transistor can achieve jump through a unified potential, so that a difference, which is caused by stray capacitance between the control electrode and the first electrode of the drive transistor, can be prevented, the problem that threshold voltage grabbing is inconsistent due to voltage jump can be avoided and consistent brightness of the first frame after high-low grayscale switching can be guaranteed.
Owner:WUHAN TIANMA MICRO ELECTRONICS CO LTD +1

Novel static random access memory (SRAM) storage unit preventing single particle from turning

ActiveCN102723109ARealize the ability of flip reinforcementReduce rollover recovery timeDigital storageStatic random-access memoryClock network
The invention discloses a novel static random access memory (SRAM) storage unit preventing a single particle from turning. The storage unit comprises a first input/output port, a first potential turning recovery driving circuit, a voltage retaining circuit, a second potential turning recovery driving circuit and a second input/output port which are connected in series with one another sequentially. An automatic recovery function for voltage turning when a sensitive node is impacted by a high-energy particle can be realized; according to a simulation result of a TSMC 0.18 mu_m process, a turning threshold value LETth is more than 500 MeV/(mg.cm<2>); compared with the conventional storage unit preventing the single particle from turning, the SRAM storage unit has the characteristic of high writing speed; the recovery time can be effectively shortened; by adopting a unidirectional clock and a small-clock amplitude, a clock network is relatively simple and relatively high in reliability; the clock is only connected with the gate of a read-write transistor, and the clock load is relatively small; and the sensitive node can be used for reinforcing multi-node turning of the single particle, which is caused by drains positioned on a P-type tube and an N-type tube..
Owner:XI AN JIAOTONG UNIV

Display substrate, manufacturing method thereof, and display device

A display substrate, a manufacturing method thereof, and a display device are disclosed. The display substrate includes a substrate, and a plurality of sub-pixels, a plurality of columns of power lines and data lines which are disposed on the substrate. Each sub-pixel includes: a driving circuit. The driving circuit includes a transistor and a capacitor. The capacitor includes a first electrode plate and a second electrode plate opposite to each other. The active layer of the transistor is located on a side of the second electrode plate of the capacitor close to the substrate. The power linesare located on a side of the second electrode plate of the capacitor away from the substrate. For each sub-pixel, the power lines are connected to the second electrode plate of the capacitor and the active layer of the transistor. The second electrode plate of the capacitor of each sub-pixel is connected to the second electrode of the capacitor of an adjacent sub-pixel located in the same row. Theactive layer of the transistor of each sub-pixel is connected to the active layer of the transistor of another adjacent sub-pixel located in the same row. The display substrate can reduce the load ofthe data lines, thereby reducing the power consumption of the display substrate and shortening the writing time of a data signal.
Owner:BOE TECH GRP CO LTD

Big data system configuration parameter adjusting and optimizing method and system based on deep learning

ActiveCN107229693AShorten the timeAvoid manual adjustment and find the problem of optimal parametersDatabase distribution/replicationNeural learning methodsNerve networkLearning rule
The invention provides a big data system configuration parameter adjusting and optimizing method and system based on deep learning. The a big data system configuration parameter adjusting and optimizing method comprises a nerve network training step of preliminarily constructing a deep neural network, taking at least one MapReduce parameter as an input parameter, taking an optimal configuration parameter to be predicted as an output parameter, and taking historical data of a big data system as a training sample set; taking the MapReduce time as the measuring standard of the deep neural network, and adjusting the weight of each layer of nerve cells based on the parameter learning rule of the back propagation idea until the MapReduce time satisfies the time cost demand; and a configuration parameter prediction step of setting the initial value of the at least one MapReduce parameter, reading the current test data, inputting the current test data into the deep neural network obtained in the nerve network training step, and obtaining the configuration parameter. According to the invention, the configuration parameter in the MapReduce framework is adjusted and optimized by means of the deep neural network, manual adjustment is avoided, and the predicted parameter is good in application effect.
Owner:工创集团有限公司

Method and equipment for word formation of Chinese characters, and method for constructing font object library

The invention provides a method and equipment for word formation of Chinese characters, and a method for constructing a font object library, and can solve the problem of low efficiency, high cost and incapability of real time word formation in the conventional word formation technology of Chinese characters. The method for word formation of Chinese characters comprises the followings: acquiring the character codes, component codes and structural codes, of Chinese characters to be constructed, abstracting components of the Chinese characters from a Chinese character component library, wherein structural codes prescribe the structures of the Chinese characters and the positions of the Chinese character components in the Chinese characters; generating font data of the Chinese characters by using Chinese character components according to structural codes and allowing the font data to correspond to the character codes. The method for constructing the font object library comprises the followings: generating corresponding font data and character code of the Chinese characters by using the method for word formation of the Chinese characters and constructing the font object library by using the obtained font data. The equipment for word formation of the Chinese characters comprises units corresponding to the method. The method provided by the invention is used for constructing a huge-font object library.
Owner:PEKING UNIV +2
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