Abstract: A matrix and vector multiplication operation method includes obtaining first indication information of a matrix element, reading a matrix element value of a non-zero element from a preset matrix based on the first indication information, and determining a first location mark code of the read matrix element value, obtaining second indication information of a vector element, reading, from input vector data based on the second indication information, a vector element value of a second location mark code corresponding to the first location mark code, and obtaining a multiplication operation value of the matrix element value and the vector element value.

Abstract: A method of operating a personal audio device configured to be removed from and inserted into a user's ear can include generating an input signal by an input signal generating device. The method can also include determining whether an insertion event has occurred based on the generated input signal and causing the personal audio device to operate in a low power mode responsive to an absence of an insertion event determination after a first period of time. The method can also include causing the personal audio device to operate in an ultra-low power mode responsive to the absence of an insertion event determination after a second period of time that occurs after the first period of time, the ultra-low power mode having a lower power consumption than the low power mode.

Abstract: A method of operating an earbud configured to be removed from and inserted into a user's ear canal can include generating an input signal by an input signal generating device. The method can also include determining whether an insertion event has occurred based on the generated input signal and causing the earbud to operate in a low power mode responsive to an absence of an insertion event determination after a first period of time. The method can also include causing the earbud to operate in an ultra-low power mode responsive to the absence of an insertion event determination after a second period of time that occurs after the first period of time, the ultra-low power mode having a lower power consumption than the low power mode.

Abstract: A method of operating a headphone configured to be removed from and placed in close proximity to a user's ear can include generating an input signal by an input signal generating device. The method can also include determining whether an insertion event has occurred based on the generated input signal and causing the headphone to operate in a low power mode responsive to an absence of an insertion event determination after a first period of time. The method can also include causing the headphone to operate in an ultra-low power mode responsive to the absence of an insertion event determination after a second period of time that occurs after the first period of time, the ultra-low power mode having a lower power consumption than the low power mode.

Abstract: An online system receives a video-presentation request from a third party system. The video-presentation request comprises a video and a target audience specification for the video. The online system selects a plurality of users as the target audience of the video based on the target audience specification. From the target audience, the online system generates a sample subset of users and determines a sampled video reach count for the subset of users. A sample user who, as determined by the online system, would have viewed the view for at least a threshold duration, is included in the sampled video view count. The online system estimates a total video reach count for target audience by extrapolating the sampled video reach count for the subset of users to the target audience. The total video reach count can be used to determine a parameter for presenting the video on an online system.

Abstract: A data processing method is disclosed, and the method includes: encoding a data chunk of a predetermined size, to generate an error-correcting data chunk corresponding to the data chunk, where the data chunk includes a data object, and the data object includes a key, a value, and metadata; and generating a data chunk index and a data object index, where the data chunk index is used to retrieve the data chunk and the error-correcting data chunk corresponding to the data chunk, the data object index is used to retrieve the data object in the data chunk, and each data object index is used to retrieve a unique data object.

Abstract: In one embodiment, a method includes receiving a search query and identifying one or more n-grams. The method also includes accessing, for each identified n-gram, a time-based distribution that includes a count of actions associated with the n-gram. The actions may have occurred within several time windows, and the time-based distribution may count the actions within each time window. The method may also include determining one or more extrema time windows. The method may also include modifying the search query based on the determined extrema time windows. The method also includes executing the modified search query, ranking identified content objects, and sending search results to a client system. The search results may be displayed in ranked order based on the rankings of the corresponding content objects.

Abstract: A dual-sensor signal collecting circuit comprises circuit (11), a second sensor signal collecting circuits, an AD sampling circuit, an AND gate determination circuit and a collected signal averaging circuit. Output ends of the sensor signal collecting circuits are connected to respective input ends of the AND gate determination circuit, respective input ends of the collected signal averaging circuit and a first AD sampling port of the AD sampling circuit; an output end of the AND gate determination circuit is connected to a power supply end of the collected signal averaging circuit; an output end of the collected signal averaging circuit is connected to the first AD sampling port of the AD sampling circuit. When the sensors operate normally, the collected signal averaging circuit outputs an average sampling value to the first AD sampling port, when one is damaged, a sampling value of the one operating normally is output to the first AD sampling port.

Abstract: An online system receives a video-presentation request from a third party system. The video-presentation request comprises a video and a target audience specification for the video. The online system selects a plurality of users as the target audience of the video based on the target audience specification. From the target audience, the online system generates a sample subset of users and determines a sampled video reach count for the subset of users. A sample user who, as determined by the online system, would have viewed the view for at least a threshold duration, is included in the sampled video view count. The online system estimates a total video reach count for target audience by extrapolating the sampled video reach count for the subset of users to the target audience. The total video reach count can be used to determine a parameter for presenting the video on an online system.

Abstract: A dual-sensor signal collecting circuit comprises circuit (11), a second sensor signal collecting circuits, an AD sampling circuit, an AND gate determination circuit and a collected signal averaging circuit. Output ends of the sensor signal collecting circuits are connected to respective input ends of the AND gate determination circuit, respective input ends of the collected signal averaging circuit and a first AD sampling port of the AD sampling circuit; an output end of the AND gate determination circuit is connected to a power supply end of the collected signal averaging circuit; an output end of the collected signal averaging circuit is connected to the first AD sampling port of the AD sampling circuit. When the sensors operate normally, the collected signal averaging circuit outputs an average sampling value to the first AD sampling port, when one is damaged, a sampling value of the one operating normally is output to the first AD sampling port.

Abstract: Soybean plant and seed comprising soybean transgenic event SHZD32-01 and DNA molecules unique to the event. Also provided are use of the plant parts, seeds; the soybean transgenic event SHZD32-01 comprises at least one of the nucleic acid molecules of SEQ ID NO: 1, SEQ ID NO: 2, SEQ ID NO: 3, SEQ ID NO: 4, SEQ ID NO: 9, and their complete complementary sequences. The method of use include the method for producing soybean with tolerance to herbicide glyphosate, producing a soybean-based commercial product, and controlling weeds in a field comprising soybean plants. Soybean strains comprising the soybean event SHZD32-01 exhibits strong tolerance to glyphosate and is helpful for weeds control. DNA detection of the soybean event SHZD32-01 is useful for identifying the soybean event SHZD32-01 in a sample and may be applied to methods for breeding soybean plants comprising the DNA.

Abstract: Many headsets include automatic noise cancellation (ANC) which dramatically reduces perceived background noise and improves user listening experience. Unfortunately, the voice microphones in these devices often capture ambient noise that the headsets output during phone calls or other communication sessions to other users. In response, many headsets and communication devices provide manual muting circuitry, but users frequently forget to turn the muting on and/or off, creating further problems as they communicate. To address this, the present inventors devised, among other things, an exemplary headset that detects the absence or presence of user speech, automatically muting and unmuting the voice microphone without user intervention. Some embodiments leverage relationships between feedback and feedforward signals in ANC circuitry to detect user speech, avoiding the addition of extra hardware to the headset.

Abstract: An online system scores campaign audiences based on historical scoring data for similar audiences. A third party system selects a target audience and a day on which the target audience should be exposed to a campaign. The online system generates an availability grid and a score grid to determine a score for the target audience. Values in the availability grid are determined based on the availability of exposure time for the target audience on the specified date. Values in the score grid are based on historical scoring data for the same audience. The online system scores the target audience by interpolating between data points in the score grid based on a selected availability from the availability grid.

Abstract: An online system provides a third party system with the trend in the total monetary value over time for groups of users that meet specific targeting criteria provided by a third party system. The target groups of online system users are divided further into segments according to demographics within the group and their respective base values are observed over an observation time period. Trend values for each segment are formulated based on changes in the respective base values over time. These trend values are weighed according to the number of online system users comprising each segment. More users in a segment results in a larger weight placed on the trend value associated with that segment; fewer users results in a smaller weight. The final value associated with the entire target group of users derives from combining the trend values for each segment within the target group.

Abstract: A feature set determining method includes obtaining, according to a received feature set determining request, data used for feature learning. The feature set determining request includes a learning objective of the feature learning. The method includes performing type analysis on the data to divide the data into first-type data and second-type data. The method includes performing semi-supervised learning on the first-type data to extract multiple first-type features. The method includes performing adaptive learning on the second-type data to extract multiple second-type features. The method includes evaluating the first-type features and the second-type features to obtain an optimal feature set.

Abstract: The present invention discloses a high-performance microbial fuel cell based on carbon with three-dimensional sieve tube structure as anode, comprising an anode and an electrode, wherein the anode is a carbon with three-dimensional sieve tube structure, and the three-dimensional sieve tube structure is a pie-shaped three-dimensional sieve tube structure or an annular-shaped three-dimensional sieve tube structure. The carbon with three-dimensional sieve tube structure is obtained by the carbonization of cassava straws which are agricultural solid residues. The high-performance microbial fuel cell based on carbon with three-dimensional sieve tube structure as anode according to the present invention has the features such as simple preparation method, easy to be amplified, environment-friendly, high power density and so on.

Abstract: A system for authorizing an operation is provided. The system may acquire motion data collected by a wearable device. A mobile terminal may determine whether the motion data matches with a physical motion for verification. If the motion data matches with the physical motion for verification, the mobile terminal may be authorized to perform a predetermined operation corresponding to the physical motion for verification. Thus, a user's identity may be verified based on the wearable device that collects motion data.

Abstract: A translation lookaside buffer (TLB) stores translation entries. The translation entries include a virtual address, a physical address and a memory local/not-local flag. When a processor is in a low power/local memory mode a virtual address is received. A matching translation entry has a local/not-local flag. Upon the local/not-local flag indicating the physical address of the matching translation entry being outside the local memory, an out-of-access-range memory access exception is generated.

Abstract: The present invention generally relates to a structure and manufacturing of a power field effect transistor (FET). The present invention provides a planar power metal oxide semiconductor field effect transistor (MOSFET) structure and an insulated gate bipolar transistor (IGBT) structure comprising a split gate and a semi-insulating field plate. The present invention also provides manufacturing methods of the structures.

Abstract: A method, a device and a terminal for starting a voice input function of a terminal are provided. In some embodiments, the method includes performing a proximity detection; in response to detecting an object is in proximity to the terminal, acquiring a distance between the terminal and the object in proximity to the terminal; if the distance is less than a preset threshold, collecting voice data. The user can start the voice input function of the terminal by only moving the terminal to a position in proximity of his mouth, and speaking to a microphone of the terminal. The method is performed easily and is not likely to be performed incorrectly, which improves the efficiency for starting the voice input function of the terminal.