Abstract: A system includes a frequency-locked loop (FLL) circuit, a sensor-hub circuit and a processor. The FLL circuit is used to generate a low-frequency clock. The sensor-hub circuit is coupled to a number of sensors and is configured to periodically poll the sensors during polling periods and to detect sensor activities. The processor is coupled to the sensor-hub circuit and can process sensor signals from one or more active sensors. The processor is off during polling periods and is turned on when a sensor activity is detected. The polling periods are based on the low-frequency clock generated by the FLL circuit.

Abstract: This technology relates generally to data classification, and more particularly to system and method for classifying an input statement with respect to a small dataset. In one embodiment, a method is provided for classifying an input statement with respect to a small dataset. The method comprises receiving the input statement, extracting a plurality of input keywords from the input statement, computing a membership score for each of a plurality of category ontology trees based on the plurality of input keywords, and determining a classification of the input statement based on the membership score. The plurality of category ontology trees are derived from the small dataset and correspond to a plurality of classifications in the small dataset.

Abstract: A system and method for data cleansing are disclosed. The method includes receiving by a data classifier, a data corpus comprising one or more words. The method further includes grouping the one or more words into a plurality of pre-defined categories and determining an overlap ratio between each pair of the plurality of pre-defined categories based on a comparison between each of the plurality of pre-defined categories. A normalized overlap ratio is computed for each of the plurality of pre-defined categories based on a combination of each overlap ratio. At least one of the plurality of pre-defined categories is determined based on a comparison between each of the normalized overlap ratio and an ideal overlap ratio. Finally, one or more common words from the selected at least one of the plurality of pre-defined categories is removed based on a frequency of occurrence of the one or more common words.

Abstract: An electronic device includes a communication interface and at least one processor configured for: transmitting to or receiving from a second electronic device over proximity-based communication channel an introduction message including a first encryption key; receiving, from a server via the at least one communication interface, a challenge notification providing notification of a challenge to be completed to initiate a data process, the challenge notification including or providing access to at least one data field associated with a verification challenge; identifying, from the at least one data field, an encrypted challenge response value; decrypting the encrypted challenge response value with a key corresponding to the first encryption key; and transmitting the decrypted challenge response value to the server to complete the challenge to initiate the data process.

Abstract: A data classifier computing device, method, and non-transitory computer readable medium for data classification are disclosed. The method includes receiving by a data classifier, a data corpus comprising one or more words. The method further includes comparing the data corpus with at least one pre-classified category of words to determine an overlap ratio between the data corpus and each of the at least one pre-classified category of words. The method further includes computing a confidence score of the data corpus for each of the at least one pre-classified category of words based on the overlap ratio and a predefined confidence score associated with the data corpus for each of the at least one pre-classified category of words. Finally, the method includes classifying the data corpus based on the confidence score into the at least one pre-classified category.

Abstract: The present invention relates to a laminate for making a molded article comprising: (i) at least one reinforcement Iayer impregnated with a resin matrix; (ii) at least one deployable layer; and (iii) optionally, at least one material comprising at least one non-adhesive side, wherein the deployable layer are compactable, expandable or collapsible including Miura-Ori folds, honeycombs, foams or air mesh. The laminate may be used to form a molded article. The molded articles have uses in biomedical, health care and sport protective devices.

Abstract: This technology relates generally to data classification, and more particularly to system and method for classifying an input statement with respect to a small dataset. In one embodiment, a method is provided for classifying an input statement with respect to a small dataset. The method comprises receiving the input statement, extracting a plurality of input keywords from the input statement, computing a membership score for each of a plurality of category ontology trees based on the plurality of input keywords, and determining a classification of the input statement based on the membership score. The plurality of category ontology trees are derived from the small dataset and correspond to a plurality of classifications in the small dataset.

Abstract: The disclosure relates to a process for the preparation of a titanium foam through a powder metallurgy route using Acrawax particles as a space holder material. An open cellular titanium foam is provided, having desirable porosity and good mechanical properties. The titanium foam is useful as a bone implant material.

Abstract: Embodiments of the invention are directed to systems, methods and computer program products for use in financial systems, where message are automatically generated based on message templates. An exemplary apparatus is configured to access a click to launch tool that is configured to automatically generate messages based at least partially on one or more message templates. After selecting a message type presented within the click to launch tool, the system may receive information via a message template associated with the selected message type and related to a financial agreement. A message comprising the received information is automatically generated and sent the message to one or more entities associated with the financial agreement.

Abstract: The invention pertains to a method and apparatus for separation of seeds from fruit pulp/skin/twigs, in general, coming out from juice producing industry as a waste and in particular from apple pomace. The method involves addition of apple pomace and water in a particular ratio to a vessel (1), mixing with an agitator (6, 8) at optimum rpm for sufficient period, allowed to stand followed by secondary agitation. Based on difference in bulk density, seeds were separated from pomace. The seedless pomace withdrawn from horizontal (13) or inclined (14) outlets and seeds collected in seed collection chamber were removed through bottom valve (11). The seed trap (15) provided at inclined outlet (14) helps in their retention in the vessel (1). The seedless pomace is recovered by filtration from water. This spent water can be recycled for few times and then purged. Easy to handle separation device is energy efficient, compactly designed and can be used to separate the seeds efficiently up to 97%.

Abstract: The invention pertains to a method and apparatus for separation of seeds from fruit pulp/skin/twigs, in general, coming out from juice producing industry as a waste and in particular from apple pomace. The method involves addition of apple pomace and water in a particular ratio to a vessel (1), mixing with an agitator (6, 8) at optimum rpm for sufficient period, allowed to stand followed by secondary agitation. Based on difference in bulk density, seeds were separated from pomace. The seedless pomace withdrawn from horizontal (13) or inclined (14) outlets and seeds collected in seed collection chamber were removed through bottom valve (11). The seed trap (15) provided at inclined outlet (14) helps in their retention in the vessel (1). The seedless pomace is recovered by filtration from water. This spent water can be recycled for few times and then purged. Easy to handle separation device is energy efficient, compactly designed and can be used to separate the seeds efficiently up to 97%.

Abstract: Determining an intended action based on one more brain signal frequencies includes establishing communication with one or more electrodes for sensing brain signals of a subject, and acquiring the brain signals via the electrodes while the subject performs at least one cognitive task, wherein the acquired brain signals having a plurality of frequencies associated therewith. A physiologic change at one or more of the plurality of frequencies may then be identified from the acquired brain signals, and the one or more of the plurality of frequencies are associated with the cognitive task.

Abstract: A method and system for determining the operating mode of a generator is provided. The method and system may include a generator operating mode evaluation system. The method and system may receive a plurality of generator operating data for use by the method and system to determine a generator operating mode. The method and system may provide a notification on the generator operating mode. The method and system may also store a plurality of generator operating mode data.

Abstract: A high speed parser containing a content addressable memory (CAM) providing select values to multiplexers. The CAM is programmed to implement search rules which examine input data for specific semantics according to a protocol, and outputs the specific bit positions at which the corresponding desired data units are present. The outputs are provided to multiplexers to cause the desired data units to be selected on the corresponding output paths of the multiplexors.

Abstract: A method is provided for prioritizing the entries in a database, where each entry is composed of multiple dimensions. Prioritization is required when there are multiple matches in the database. The number of matches can be the same as the number of entries in the database. To prioritize such a huge number of entries in a minimum number of clock cycles, a distributed prioritizer is implemented by partitioning stored binary data into half nibbles comprising of two bits of data each. Each half nibble is encoded into an expanded format allotting priority value to the stored encoded half nibbles. The stored encoded half nibbles are compared across a word array to determine an exact match.

Abstract: A multiplexer containing multiple cells sharing a common output line. The cells select one of multiple input bits. The output line is first charged to a first logical value (e.g., 0), and one of the cells drives the output line to a second logical value (1) if the corresponding input bit does not equal the first logical value. The remaining cells may not affect the output line. Due to such an implementation, the number of transistors may be reduced.

Abstract: A high speed parser containing a content addressable memory (CAM) providing select values to multiplexers. The CAM is programmed to implement search rules which examine input data for specific semantics according to a protocol, and outputs the specific bit positions at which the corresponding desired data units are present. The outputs are provided to multiplexers to cause the desired data units to be selected on the corresponding output paths of the multiplexors.

Abstract: A multiplexer containing multiple cells sharing a common output line. The cells select one of multiple input bits. The output line is first charged to a first logical value (e.g., 0), and one of the cells drives the output line to a second logical value (1) if the corresponding input bit does not equal the first logical value. The remaining cells may not affect the output line. Due to such an implementation, the number of transistors may be reduced.

Abstract: A range check array structure for searching and comparing external data from an external search data key is disclosed. The structure has data storage means with at least one of an upper limit field, and a lower limit field, and one or more bit lines running therethrough for transmitting an input data word for comparison with the stored data word range. The input data word being compared with a respective stored data word to detect a match that is indicated along a match line by the check array structure. The check array structure further includes a range match detection means connected to the match line to determine the match or mismatch of the applied data stream with the stored data in each range check cell.