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70results about How to "Helps to learn" patented technology

Zero-sample image classification model based on repeated attention network and method thereof

The invention relates to a zero-sample image classification model based on a repeated attention network, and the model comprises a repeated attention network module which is used for training and obtaining the sequence information of an image region; a generative adversarial network module, used for acquiring visual error information; a visual feature extraction network processing module, used forobtaining a one-dimensional visual feature vector of the image; an attribute semantic conversion network module, used for mapping a low-dimensional attribute semantic vector to a high-dimensional feature vector with the same dimension as the visual feature vector by using two linear activation layers; a vision-attribute semantic connection network, used for realizing fusion of a vision feature vector and an attribute semantic feature vector; and a score classification result and reward output module, used for classifying the types with the labels seen by adopting cross entropy loss, and reward output being used for punishing the unseen data without the labels and punishing the prediction result with the highest possibility of the seen types and the unseen types in the data without the labels. According to the invention, the problem of image category label missing can be effectively solved.
Owner:FUZHOU UNIV

Electrocardiogram analyzing system based on gold standard database

ActiveCN101877035AInterpretation is faster and more accurateImprove accuracySpecial data processing applicationsWaveform analysisData source
The invention discloses an electrocardiogram analyzing system based on a gold standard database. The system at least comprises a database subsystem (1) and an application service subsystem (2), wherein the database subsystem (1) at least comprises a gold standard electrocardiogram case database (4) and an index database (5); the application service subsystem (2) is used for receiving electrocardiogram data to be diagnosed, which is derived from an electrocardiogram data source (12) and calculating the characteristics of an electrocardiogram to be diagnosed by waveform analysis, characteristic calculation and index matching; the application service subsystem (2) is used for retrieving the index database (5) and the electrocardiogram case database (4) by utilizing the characteristics of the electrocardiogram to be diagnosed to obtain a gold standard electrocardiogram case set which is matched with the characteristics of the electrocardiogram to be diagnosed; the system also comprises an index configuring subsystem (3); the index configuring subsystem (3) comprises an index editor (22) and an index evaluating tool (23); the system can also comprises a knowledge management subsystem (25); the knowledge management subsystem (25) is used for constructing an diagnostic model for representing a causal relationship of a characteristic code and an diagnostic code by scanning the gold standard case database (4); and the application service subsystem (2) is used for directly converting the characteristics of the electrocardiogram to be diagnosed into a diagnostic result by utilizing the diagnostic model.
Owner:无锡市优特科科技有限公司

Direct current motor control teaching experiment system

The invention discloses a direct current motor control teaching experiment system. The direct current motor control teaching experiment system includes an upper computer, a control processor and direct current motors; the upper computer automatically generates codes through MATLAB/Simulink model based design; the codes are downloaded to the control processor; the control processor transmits corresponding control signals to the direct current motors; the direct current motors are connected with detection sensors; the detection sensors return acquired detection signals to the control processor; the upper computer monitors the detection signals; the direct current motors include a first direct current motor and a second direct current motor which are connected with each other through a mechanical coupling transmission device; the mechanical coupling transmission device is connected with a baffle used for fixing the transmission shaft of the mechanical coupling transmission device; and the transmission shaft of the mechanical coupling transmission device is provided with a torque transducer connected with the control processor. The direct current motor control teaching experiment system of the invention has the advantages of simple operation and easiness in establishment and experiment verification. With the direct current motor control teaching experiment system adopted, a plurality of teaching experiment contents such as single-motor control and multi-motor control can be realized.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY

Multi-modal sentiment classification method based on heterogeneous fusion network

The invention discloses a multi-modal sentiment classification method based on a heterogeneous fusion network, and belongs to the technical field of opinion mining and sentiment analysis. The method comprises the steps of 1) preprocessing video data; 2) constructing a text feature vector and identifying a text emotion category; 3) constructing a picture feature vector and identifying a picture emotion category; 4) constructing an audio feature vector and identifying an audio emotion category; 5) constructing a multi-modal global feature vector and identifying a multi-modal global emotion category; 6) constructing a multi-modal local feature vector and identifying a multi-modal local emotion category; and 7) adopting a voting strategy to obtain a final sentiment classification result. The heterogeneous fusion network adopts two fusion forms of intra-modal fusion and inter-modal fusion, two fusion angles of macroscopic fusion and microscopic fusion, and two fusion strategies of feature layer fusion and decision-making layer fusion. According to the method, the implied associated information among the multi-modal data can be deeply mined, and mutual complementation and fusion among the multi-modal data are realized, so that the accuracy of multi-modal sentiment classification is improved.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY

Intelligent hand pen capable of rectifying disorder written characters and wrongly written characters

The invention discloses an intelligent hand pen capable of rectifying disorder written characters and wrongly written characters, which comprises a pen holder with a cavity, a pen cap, a pen body, a memory and a central processor, wherein the pen cap is arranged on the lower end of the pen holder, the pen body, the memory and the central processor are arranged in the pen holder, a light sensor is arranged on a pen point of the pen body, a loudspeaker is arranged on the pen holder, the central processor is respectively connected with the loudspeaker, the light sensor and the memory, and comprises an information receiving module, a comparison module, a timing module and a control module, the memory comprises a first and a second memories, Chinese characters, correct stroke sorting, words comprising each Chinese character and idioms codes are arranged in the first memory, the second memory and the light sensor are connected through the central processor, and the first and the second memories are also connected with the comparison module of the central processor each other. The intelligent hand pen capable of rectifying the disorder written characters and the wrongly written characters has the alarm function of the disorder written characters and the wrongly written characters, and is contribute for users to rectify the disorder written characters and the wrongly written characters in time.
Owner:祝云云

Study aid for British and American literature education and teaching

The invention provides a study aid for British and American literature education and teaching, and relates to a teaching device. A groove is formed in the front side surface of a comparison study plate; a word group collocation comparison study device movably connected with the comparison study plate is arranged on the inner bottom surface of the groove; an opening is formed in one side of the groove formed in the comparison study plate; and a shielding plate and a writing plate which are glidingly matched with the groove are sequentially arranged in the opening position of the groove from inside to outside. By using the study aid, the comprehensive and diversified display of the collocation of one verb and a plurality of preposition can be realized; the study aid helps students remember the verbs and all prepositions capable of being collocated with the verbs; in addition, practical teaching on English tenses can also be performed; the systematic and regular display of relevant changesentence patterns of 16 tenses of English can be realized; the study aid is favorable for integrally learning all tenses of English by the students; the interactive study between teachers and students and between students is realized; and the English study interestingness is greatly improved.
Owner:LIAONING UNIVERSITY OF TECHNOLOGY

Multifunctional music teaching device

The invention discloses a multifunctional music teaching device. The device comprises a bottom plate, supporting legs are arranged on the lower surface of the bottom plate, a musical instrument box isarranged on the right side of the upper surface of the bottom plate, and a partition plate is arranged in the musical instrument box; the partition plate divides the interior of the musical instrument box into a first storage box and a second storage box, the opened end of the musical instrument box is hinged to a cover plate through a hinge, and an electric telescopic rod switch and a music player switch are arranged on the right side of the upper surface of the bottom plate; a music stand is arranged at the position, close to the electric telescopic rod switch, of the right side of the upper surface of the bottom plate; a music player is arranged at the position, close to the music stand, of the right side of the upper surface of the bottom plate. The multifunctional music teaching device is convenient to use, diversified in function and convenient to move, musical instruments can be stored in a classified mode, the musical instruments can be well protected and do not need to be carried by music teachers many times, convenience is brought to the music teachers, the height of a supporting plate can be adjusted, and teaching is facilitated; a frame type baffle and elastic bandagecan well fix a music score, and the music player can help students to learn.
Owner:刘平

Multifunctional wickerwork floor lamp

The invention discloses a multifunctional wickerwork floor lamp. The multifunctional wickerwork floor lamp comprises a base, a supporting column, a lampshade and a light source and further comprises a supporting ball, light sensing lamps, a loudspeaker, a display screen and an intelligent module. The lampshade is of a hollow conical structure formed by nail joint of multiple branches. A keel framework of a grid structure is in nail joint to the inner side of the lampshade. A lamp base is arranged on the top face of the bottom of the lampshade. The light source is arranged in the lamp base. The light sensing lamps are embedded in the surface of the outer side of the lampshade. The hollow supporting ball is in nail joint to the lower end of the lampshade. The hollow supporting column is connected to the bottom of the supporting ball in an inserted manner. The loudspeaker and the display screen are arranged on the front side face of the supporting column. The bottom end of the supporting column is inserted in the base in a connected manner. Touch control buttons are arranged on the front side face of the supporting ball. The intelligent module is fixedly arranged in a cavity of the supporting ball and comprises a power module, a control module, a U disk read-write module and an audio module. The control module comprises a timer, a CPU and a relay. The multifunctional wickerwork floor lamp has the multiple functions of low carbon, environment-friendliness, fatigue relieving and teaching intelligence benefiting.
Owner:ANHUI KONGYUAN HOUSEHOLD CRAFTS

Process equipment and control engineering comprehensive experiment system

The invention provides a process equipment and control engineering comprehensive experiment system. The process equipment and control engineering comprehensive experiment system includes a boiler, a compressor, an expander, a heat exchanger, a condenser, a centrifugal pump and a control box, wherein during the operating process, a cycle fluid and a condenser heat exchange medium take part in the process; the boiler heats the liquid cycle fluid into the steam state; the compressor pressurizes the gaseous state cycle fluid; the expander enables the cycle fluid to do work by expansion; the heat exchanger and the condenser perform condensation cooling on the gaseous state cycle fluid; the centrifugal pump pressurizes the cycle fluid, and sends the cycle fluid to the boiler; and the control boxis used to monitor and control the whole experiment equipment. The process equipment and control engineering comprehensive experiment system is miniature, and various devices in the experiment systemare put in a laboratory. The process equipment and control engineering comprehensive experiment system does not need providing extra heat sources for evaporation of cycle fluid, and is convenient foroperation of the experiment process by electrically heating the cycle fluid. The process equipment and control engineering comprehensive experiment system can achieve the aim of cycling fluid steam at the entrance of the expander generating the specified state parameters in a mode of combining the boiler and the compressor.
Owner:BEIJING UNIV OF CHEM TECH

Buoyancy demonstration teaching aid for physical experiments

The invention discloses a buoyancy demonstration teaching aid for a physical experiment, wherein the teaching aid comprises an operation platform, and the top of the operation platform is provided with two containers. Under the action of springs II, rubber blocks are tightly attached to the side walls of stand columns to fixe sliding sleeves, the end part of each sliding sleeve and the initial liquid surfaces of a liquid medium I and a liquid medium II are positioned at the same height; pull rings are pulled, when limiting pins are separated from limiting grooves, under the action of the gravity of floating blocks, a rotary disc rotates, moving blocks move in arc-shaped grooves, and the moving blocks move towards the two sides of a transverse plate I; the two floating blocks respectively fall into two containers, and the floating blocks float on the liquid surfaces of the liquid medium I and the liquid medium II; by observing the rising heights of the liquid medium I and the liquid medium II, the inference that the water discharge amounts of an object in the liquids with different densities are different when the buoyancy borne by the object is fixed can be verified more visually and vividly, and teaching of teachers and learning of students on the buoyancy principle are facilitated.
Owner:锐智信息科技(滨州)有限公司
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