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1. A method for deep learning training, comprising: receiving candidate units for classification; and classifying the candidate units by soft labelling, wherein soft labelling provides at least one label comprising a plurality of possible values in a range between 0 and 1. 2. The method of claim 1, wherein the candidat... | Please help me write a proper abstract based on the patent claims. | Apparatuses and methods of manufacturing same, systems, and methods for training deep learning machines are described. In one aspect, candidate units, such as detection bounding boxes in images or phones of an input audio feature, are classified using soft labelling, where at least label has a range of possible values ... |
1. A method comprising: determining the firing state of a plurality of neurons of a first neurosynaptic core substantially in parallel; delivering to at least one additional neurosynaptic core the firing state of the plurality of neurons substantially in parallel. 2. The method of claim 1, wherein the first neurosynapt... | Please help me write a proper abstract based on the patent claims. | A scalable stream synaptic supercomputer for extreme throughput neural networks is provided. The firing state of a plurality of neurons of a first neurosynaptic core is determined substantially in parallel. The firing state of the plurality of neurons is delivered to at least one additional neurosynaptic core substanti... |
1. A computer implemented method comprising: inputting steps of at least two processes into the computer, wherein each step corresponds to a set of input products, a task to be completed, a set of output products, and a set of target output products, and wherein each input product, each output product, each target outp... | Please help me write a proper abstract based on the patent claims. | A computer implemented method comprising: inputting steps of at least two processes into the computer; storing process step input products and process step output products in a shared, non-transitory database as they are generated; establishing an input product filter for each process step with performance-triggering-c... |
1. A method for training a neuron network using a processor in communication with a memory, comprising: determining features of a signal using the neuron network; determining an uncertainty measure of the features for classifying the signal; reconstructing the signal from the features using a decoder neuron network to ... | Please help me write a proper abstract based on the patent claims. | A method for training a neuron network using a processor in communication with a memory includes determining features of a signal using the neuron network, determining an uncertainty measure of the features for classifying the signal, reconstructing the signal from the features using a decoder neuron network to produce... |
1-12. (canceled) 13. A system comprising: an artificial neural network having an at least one input neuron and an at least one output neuron; and one or more computer processor circuits that are configured to host a bundling application that is configured to: identify a software component having a first value for a fir... | Please help me write a proper abstract based on the patent claims. | An artificial neural network is used to manage software bundling. During a training phase, the artificial neural network is trained using previously bundled software components having known values for identification attributes and known software bundle asociations. Once trained, the artifical neural network can be used... |
1-9. (canceled) 10. A computer program product for generating a first answer relationship in a first answer sequence, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a computer to cause the computer to perf... | Please help me write a proper abstract based on the patent claims. | In a question-answering (QA) environment, a first answer sequence is identified. As identified, the first answer sequence includes a first answer and a second answer. A corpus is analyzed using the first answer and the second answer. Based on the analysis, a set of influence factors corresponding to both the first answ... |
1-18. (canceled) 19. A method for knowledge discovery, the method comprising: plotting, by a processing device, a set of concepts derived from a selected set of fingerprints on a terminology system, wherein the plotting generates a map; selecting, by the processing device, a single concept from the set of concepts; dis... | Please help me write a proper abstract based on the patent claims. | Provided are methods and systems for knowledge discovery utilizing knowledge profiles. |
1. A computer-implemented method comprising: obtaining frame data representative of a plurality of frames captured by a touch-sensitive device; analyzing the frame data to define a respective blob in each frame of the plurality of frames, the blobs being indicative of a touch event; computing a plurality of feature set... | Please help me write a proper abstract based on the patent claims. | A method for touch classification includes obtaining frame data representative of a plurality of frames captured by a touch-sensitive device, analyzing the frame data to define a respective blob in each frame of the plurality of frames, the blobs being indicative of a touch event, computing a plurality of feature sets ... |
1. A system for managing of a rules engine, the system comprising: a computing device implementing a rules engine; a router to interact with the rules engine and rule engine results, the router configured to feed inputs to and receive outputs from the rules engine; and the router further configured to: programmatically... | Please help me write a proper abstract based on the patent claims. | A networked system for managing a physical intrusion detection/alarm includes tiers devices and a rules engine and router to interact with the rules engine and rule engine results, where the router is configured to feed inputs to and receive outputs from the rules engine, and the router further configured to programmat... |
1. A method to identify anomalous behavior of a monitored entity, the method comprising, by a processing system: extracting features from data related to the operation of an entity; mapping the extracted features to states to generate a state sequence; determining an expected value of a metric based on the state sequen... | Please help me write a proper abstract based on the patent claims. | Described herein are techniques for identifying anomalous behavior of a monitored entity. Features can be extracted from data related to operation of an entity. The features can be mapped to a plurality of states to generate a state sequence. An observed value of a metric can be compared to an expected value of the met... |
1. A method of manifold-aware ranking kernel learning programmed in a memory of a device comprising: a. performing combined supervised kernel learning and unsupervised manifold kernel learning; and b. generating a non-linear kernel model. 2. The method of claim 1 wherein Bregman projection is utilized when performing t... | Please help me write a proper abstract based on the patent claims. | A manifold-aware ranking kernel (MARK) for information retrieval is described herein. The MARK is implemented by using supervised and unsupervised learning. MARK is ranking-oriented such that the relative comparison formulation directly targets on the ranking problem, making the approach optimal for information retriev... |
1. A method for aggregation of traffic impact metrics, the method comprising: associating, by one or more processors, each of a plurality of holidays with a holiday category of a plurality of holiday categories, wherein the plurality of holiday categories includes a first holiday category and a second holiday category;... | Please help me write a proper abstract based on the patent claims. | Aggregation of traffic impact metrics is provided. Each of a plurality of holidays is associated with a holiday category of a plurality of holiday categories. The plurality of holiday categories includes a first holiday category and a second holiday category. A plurality of points of interest along a link of a transpor... |
1. A method for annotating natural language text based on an emotive content of the natural language text, the method comprising the steps of: receiving, by one or more computer processors, a natural language text from a user, wherein the natural language text includes typing characteristics metadata, and wherein the t... | Please help me write a proper abstract based on the patent claims. | A natural language text is received from a user. The natural language text includes typing characteristics metadata. An emotive content of the natural language text is determined using a machine learning model. The natural language text is modified based on the emotive content. |
1. A cognitive state prediction system comprising: a receiving circuit configured to receive an electronic message sent by a first user; a labeling circuit configured to query a second user to associate a label with the electronic message based on a cognitive state of the first user; and a correlating circuit configure... | Please help me write a proper abstract based on the patent claims. | A cognitive state prediction method, system, and non-transitory computer readable medium, include a receiving circuit configured to receive an electronic message sent by a first user, a labeling circuit configured to query a second user to associate a label with the electronic message based on a cognitive state of the ... |
1. A system for indicating a probability of errors in multimedia content, the system comprising: a memory; a processor communicatively coupled to the memory, where the processor is configured to perform monitoring work being performed on multimedia content; identifying distractions during the monitoring of the work bei... | Please help me write a proper abstract based on the patent claims. | Disclosed is a novel system and method for indicating a probability of errors in multimedia content. The system determines a user state or possible user distraction level. The user distraction level is indicated in the multimedia content. In one example, work is monitored being performed on the multimedia content. Dist... |
1. One or more non-transitory computer-readable storage media storing computer-executable instructions for causing a computing system to perform processing to execute a process model, the processing comprising: receiving a specification of a process model, the process model comprising a plurality of process components;... | Please help me write a proper abstract based on the patent claims. | A specification of the process model is received. The process model includes a plurality of process components. A relationship between a first process component and another process component of the plurality of process components is determined using a predictive model. A process rule for the first process component is ... |
1. A method of operating a quantum computing device, comprising: causing a quantum computing device to evolve from a first state to a second state according to a schedule, the first state corresponding to a first Hamiltonian, the second state corresponding to a second Hamiltonian, wherein the schedule includes an X sch... | Please help me write a proper abstract based on the patent claims. | Among the embodiments disclosed herein are variants of the quantum approximate optimization algorithm with different parametrization. In particular embodiments, a different objective is used: rather than looking for a state which approximately solves an optimization problem, embodiments of the disclosed technology find... |
1. A computer implemented method for developing a system to fabricate test data into a database, the method comprising: receiving, using a processor system, a file format layout of the database, wherein the database includes variables; defining rules independently of the file format layout of the database; receiving, u... | Please help me write a proper abstract based on the patent claims. | Embodiments are directed to a computer implemented method for fabricating test data. The method includes receiving, using a processor system, a file format layout having variables. The method further includes receiving, using the processor system, rules that are defined independently of the file format layout, wherein ... |
1. A non-transitory machine-readable medium storing instructions for relationship extraction executable by a machine to cause the machine to: apply unsupervised relationship learning to a logic knowledge base and a plurality of entity groups recognized from a document to provide a probabilistic model; perform joint inf... | Please help me write a proper abstract based on the patent claims. | Relationship extraction can include applying unsupervised relationship learning to a logic knowledge base and a plurality of entity groups recognized from a document to provide a probabilistic model. Relationship extraction can include performing joint inference on the probabilistic model to make simultaneous statistic... |
1. A semantic entity relation detection classifier training system, comprising: one or more computing devices, said computing devices being in communication with each other via a computer network whenever there is a plurality of computing devices; and a computer program having program modules executable by the one or m... | Please help me write a proper abstract based on the patent claims. | Semantic entity relation detection classifier training implementations are presented that are generally used to train a semantic entity relation detection classifier to identify relations expressed in a natural language query. In one general implementation, queries are found in a search query click log that exhibit rel... |
1. A computerized system for evaluating the likelihood of technology change incidents, comprising: a computer apparatus including a processor, a memory, and a network communication device; and a technology change evaluation module stored in the memory, executable by the processor, and configured for: retrieving a plura... | Please help me write a proper abstract based on the patent claims. | Embodiments of the present invention relate to apparatuses, systems, methods and computer program products for a technology configuration system. Specifically, the system typically provides operational data processing of a plurality of records associated with information technology operational activities, for dynamic t... |
1. A non-transitory recording medium having recorded thereon a machine learning result editing program that is a processing program configured to generate a group of relevant words on a basis of expressions of words learned by a machine learning processing program that learns the expressions of the words on a basis of ... | Please help me write a proper abstract based on the patent claims. | A machine learning result editing program recorded on a recording medium causes a computer to execute a process of generating a group of relevant words on the basis of expressions of words learned by a machine learning processing program that learns the expressions of the words on the basis of input data. The machine l... |
1. A method comprising: receiving or accessing data encapsulating a sample of at least a portion of one or more files; feeding at least a portion of the received or accessed data as a time-based sequence into a recurrent neural network (RNN) trained using historical data; extracting, by the RNN, a final hidden state hi... | Please help me write a proper abstract based on the patent claims. | Using a recurrent neural network (RNN) that has been trained to a satisfactory level of performance, highly discriminative features can be extracted by running a sample through the RNN, and then extracting a final hidden state hi, where i is the number of instructions of the sample. This resulting feature vector may th... |
1. A digital conversation generating processor-implemented method, comprising: instantiating a conversational artificial-intelligence agent; identifying an individual target for conversation; initiating a conversation with the individual target by the artificial-intelligence agent by providing a first portion of a conv... | Please help me write a proper abstract based on the patent claims. | The APPARATUSES, METHODS AND SYSTEMS FOR A DIGITAL CONVERSATION MANAGEMENT PLATFORM (“DCM-Platform”) transforms digital dialogue from consumers, client demands and, Internet search inputs via DCM-Platform components into tradable digital assets, and client needs based artificial intelligence campaign plan outputs. In o... |
1.-20. (canceled) 21. A system to associate computing devices with each other based on computer network activity, comprising: a data processing system having a matching engine and a connector executed by one or more processors, the data processing to: identify a first linking factor based on a connection between a firs... | Please help me write a proper abstract based on the patent claims. | The present disclosure is directed to associating computing devices with each other based on computer network activity for selection of content items as part of an online content item placement campaign. A first linking factor is identified based on a connection between a first device and the computer network via a fir... |
1. A quantum processor comprising: N successive groups of a plurality of qubits (1, 2, . . . , N), wherein N is greater than or equal to three; wherein each group of qubits of the N successive groups of a plurality of qubits comprises a plurality of substantially parallel qubits; wherein each qubit of a first group of ... | Please help me write a proper abstract based on the patent claims. | A quantum processor comprises a first set of qubits comprising a first plurality of substantially parallel qubits; a second set of qubits comprising N successive groups of a plurality of qubits (1, 2, . . . , N), wherein N is greater than or equal to two; wherein each group of qubits comprises a plurality of substantia... |
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