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114results about How to "Reduce space overhead" patented technology

Financial time series similarity query method based on K-chart expression

The invention discloses a financial time series similarity query method based on K-chart expression. The method comprises the following steps of feature extraction, index construction and query processing. The method comprises the following concrete steps of firstly, extracting basic mode and classic mode features for a financial time series based on K-chart expression, and respectively translating the basic mode and classic mode features into a basic string and a classic string; secondly, respectively constructing reverse indexes on the basic string and the classic string; for each query sequence, after the basic mode and classic mode features are extracted through the same way, respectively querying the two constructed reverse indexes to acquire two candidate sets, and then carrying out intersection operation to obtain a final candidate set; obtaining a final query result through follow-up processing. The financial time series similarity query method based on K-chart expression can effectively realize nearest neighbor query, has higher measurement precision and query efficiency, has favorable extensibility for time series length, nearest neighbor query scale and data set scale, and can play a significant role in the widened electronic finance trade market.
Owner:ZHEJIANG UNIV

Sparse neural network processor based on systolic array

The invention provides a sparse neural network processor based on a systolic array. The sparse neural network processor comprises a storage unit, a control unit, a sparse matrix operation array, a calculation unit and a confluence array. The storage unit is used for storing weights, gradients, features and instruction sequences used for scheduling data streams. The control unit takes out data required by the training and reasoning process from the storage unit according to the control of the instruction sequence, converts the data into a sparse matrix operation format and sends the data into the sparse matrix operation array. The sparse matrix operation array comprises a plurality of processing units connected in a systolic array mode and is used for completing sparse matrix operation. Thecalculation unit is used for completing element-by-element operation such as a nonlinear activation function. The confluence array delivers the same data segment to different rows of the systolic array through internal data transfer to reduce storage overhead. The processor makes full use of the sparsity of the weight and the characteristics, achieves the improvement of the speed and power consumption ratio in the neural network training and reasoning process, and has the advantages of high concurrency, low bandwidth requirements and the like.
Owner:BEIHANG UNIV

Generation method and apparatus for index database of points of interest attribute

The present invention provides a generation method and apparatus for index database of points of interest attribute, relates to database field. The invention is invented for resolving the problem of large space consumption of index database in prior technology. The method includes: counting different literal units appeared in the points of interest attribute; obtaining coding of the literal units; searching points of interest attribute containing the literal units and location of the literal units in the points of interest attribute; according to a difference value of the points of interest number corresponding to the points of interest attribute and the location of the literal units in the points of interest attribute to generate index recording list of the literal units; according to length of the index recording list of the literal units to generate address information of the index recording list of the literal units; composing coding of the literal units, index recording list of the literal units, address information of the index recording list of the literal units to generate the index database of the points of interest attribute. The invention can reduce storage space of the index database of the points of interest attribute effectively.
Owner:NAVINFO

High efficiency high accuracy division implementation method and device

The embodiment of the invention provides a high accuracy division operation method. The high accuracy division operation method comprises setting a system significant bit width 1, searching a start bit position Ps of an unsigned divisor x in a mode starting from a sign bit from high bit to low bit to obtain the significant bit length of the unsigned divisor x, dividing the unsigned divisor x into an a comprising a high 1bit significant bit and a b comprising a residue significant bit and transforming the reciprocal of the unsigned divisor, performing normalization processing on the a, and searching a pre-stored reciprocal table and performing regression processing to obtain the value of 1/a and further to obtain the value of 1/(1+b/a). The invention further provides a high accuracy division operation device. The high v division operation method and device improve the accuracy of a quotient by setting a pre-stored reciprocal table or/and through a mode of equation extension, are suitable for scenes requiring relatively high accuracy and are also suitable for scenes where the operational speed is high and the accuracy errors are controlled within a certain range, not only avoid multiple shift operation and subtraction operation in division operation in the prior art, but also avoid over-large errors caused by interpolation fitting.
Owner:RDA CHONGQING MICROELECTRONICS TECH CO LTD

Space-time efficient binary image binary logic operation method

The present invention discloses a space-time efficient binary image binary logic operation method based on run-length coding, which can finish the four basic logic operations of or operation, and operation, xor operation and logic difference operation of the binary images and the combination thereof with less space and time expenses. According to the present invention, the binary images participating in operation are expressed into an equivalent run length tree structure by the run-length coding; various position relations between two run lengths are defined, the corresponding run length operation rules are determined according to the different position relations, and the basic logic operations of the binary images corresponding to the run lengths can be finished equivalently; the complicated logic operations are resolved into a plurality of basic binary logic operations, and a run length tree of the operation result binary images is obtained by applying the corresponding run length operation rules; and finally, the result binary images are reconstructed by the run length tree. According to the present invention, by the run-length coding, the space expense expressing the binary images is reduced, and a plurality of series pixel logic operations are compressed into a simple run length operation, thereby reducing the space and time expenses of the method remarkably.
Owner:HUNAN UNIV

Method for estimating target distance based on dual-waveband infrared radiation

InactiveCN102889931AImprove stealth abilityImprove Penetration AbilityRadiation pyrometryMissileKelvin
The invention discloses a method for estimating a small-temperature-difference target distance, which is mainly used for solving the problems that the existing method for estimating the small-temperature-difference target distance is not suitable for an early warning and head-on attacking weapon system and the result is not unique. The method is realized through the following steps of: acquiring a difference signal between target radiation and background radiation on a 3-5mum waveband and an 8-12mum waveband by utilizing a missile-borne dual-band infrared imaging sensor; calculating the temperature difference between a target and a background; establishing a target distance formula R=sum(kiVi) + k5, i being 1 to 4, and calculating variables V1, V2, V3 and V4 in the formula; determining and tabulating factors ki under different weather conditions, wherein i=1-5; looking up the table according to the real-time weather condition to obtain the factor ki; and introducing the variables obtained through calculation and the factor obtained through looking up the table into the target distance formula to calculate the target distance R. The method has the advantages of strong stealth capability, few measurement variables, simplicity in calculation and strong feasibility, and is suitable for estimating the target distance under the background temperature not higher than 200-500 kelvins when the temperature difference between the target and the background is not higher than 5 kelvins.
Owner:XIDIAN UNIV

A method for realizing inter-partition communication of an embedded partition operation system

The invention provides a method for realizing inter-partition communication of an embedded partition operation system. The method is based on lock-free annular channel caching. By means of conditionalcompilation, partition communication is configured, when a user channel cache is configured and used, the channel cache is defined in the user partition space, if a task needs to construct and send amessage, the channel cache operation in the user partition space can be carried out without switching a kernel mode, and one-time copying of the user partition space to the channel cache is omitted.According to the invention, channel buffering based on the annular queue is adopted; the lockless communication of one writer / at least one reader can be realized without relying on hardware; or lock-free communication of a plurality of writers / readers is realized on a hardware platform supporting CAS operation; the real-time performance and safety of the operating system are improved, the verification and test expenditure of the operating system is optimized, meanwhile, two memory optimized conditional compilation configuration options are provided, two times of copying are reduced compared with a traditional implementation mode after starting, and the space expenditure of communication is greatly reduced.
Owner:NORTHWESTERN POLYTECHNICAL UNIV

Wearable device data optimization processing method based on editing distance

The invention discloses a wearable device data optimization processing method based on the editing distance. The method includes the steps of firstly, conducting simple zero crossing point data segment on data fed back by a sensor; secondly, conducting periodic detection, and conducting the following more detailed periodic distinguishing if the data conforms to periodic action standards after periodic detection is completed; thirdly, conducting editing distance calculation on a data stream of the second step, and obtaining the calculation result; fourthly, obtaining the final precise result according the result of the third step and through the assistance of a correction function, and making the precise result conform to the objective common sense; fifthly, putting forward an undirected graph concept for a multi-sensor system, and calculating all edge weight values through the similarity algorithm; sixthly, obtaining the minimum sensor set Vf through the optimal node algorithm. According to the method, the existing long data processing flow in a single-sensor system is abandoned, and in a multi-sensor system, the aims of saving energy and reducing space expenses are achieved through an undirected graph and a dynamic planning function.
Owner:SHANGHAI JIAO TONG UNIV
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