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7624076 |
Weak hypothesis generation apparatus and method, learning apparatus and method, detection apparatus and method, facial expression learning apparatus and method, facial expression recognition apparatus and method, and robot apparatus
A facial expression recognition system that uses a face detection apparatus realizing efficient learning and high-speed detection processing based on ensemble learning when detecting an area...
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7624020 |
Adapter for allowing both online and offline training of a text to text system
An adapter for a text to text training. A main corpus is used for training, and a domain specific corpus is used to adapt the main corpus according to the training information in the domain...
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7620819 |
System and method for classifying regions of keystroke density with a neural network
We develop a system consisting of a neural architecture resulting in classifying regions corresponding to users' keystroke patterns. We extend the adaptation properties to classification phase...
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7620613 |
Thermal management of data centers
In a method for thermally managing a data center housing at least one electronic component, the heat generated by a heat generating device of the at least one electronic component is estimated. In...
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7620611 |
Neural networks for ingress monitoring
A method of identifying a source of ingress into a network includes storing frequency spectra of known sources of ingress, comparing the frequency spectrum of ingress to the frequency spectra of...
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7617164 |
Efficiency of training for ranking systems based on pairwise training with aggregated gradients
The subject disclosure pertains to systems and methods for facilitating training of machine learning systems utilizing pairwise training. The number of computations required during pairwise...
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7613663 |
Intelligent control with hierarchal stacked neural networks
An intelligent control system based on an explicit model of cognitive development (Table 1) performs high-level functions. It comprises up to O hierarchically stacked neural networks, N m , . . . ,...
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7606775 |
Mobile communication terminal using MOBP learning
A scheduling apparatus and method of an intelligent mobile communication terminal are provided. The scheduling apparatus of the mobile communication terminal may include a Real Time Clock (RTC) for...
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7603328 |
Dual-phase virtual metrology method
A dual-phase virtual metrology method is disclosed for considering both promptness and accuracy by generating dual-phase virtual metrology (VM) values, wherein a Phase-I conjecture step emphasizes...
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7603327 |
System and method for managing object based clusters
A method, system, API, GUI, and computer readable media for managing object-based clusters is provided. The method provides a computer executable methodology for discovering, monitoring, and...
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7599897 |
Training a support vector machine with process constraints
System and method for training a support vector machine (SVM) with process constraints. A model (primal or dual formulation) implemented with an SVM and representing a plant or process with one or...
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7593912 |
Method for evaluating reliance level of a virtual metrology system in product manufacturing
A method for evaluating reliance level of a virtual metrology system is disclosed. In this method, a reliance index (RI) and a RI threshold value are calculated by analyzing the process data of...
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7587373 |
Neural network based well log synthesis with reduced usage of radioisotopic sources
Logging systems and methods are disclosed to reduce usage of radioisotopic sources. Some embodiments comprise collecting at least one output log of a training well bore from measurements with a...
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7577624 |
Convergent construction of traditional scorecards
A neural model for simulating a scorecard comprises a neural network for transforming one or more inputs into an output. Each input of the neural model has a squashing function applied thereto for...
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7577623 |
Method for controlling risk in a computer security artificial neural network expert system
A computer implemented method, data processing system, and computer program product for monitoring system events and providing real-time response to security threats. System data is collected by...
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7565333 |
Control system and method
A method is provided for a control system. The method may include obtaining data records associated one or more input variables and one or more output parameters, and selecting one or more input...
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7565006 |
Image acquisition and processing methods for automatic vehicular exterior lighting control
The present invention relates to various apparatus, algorithms and methods for acquiring and processing images of a scene. Details of various aspects of the associated images are identified and may...
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7559843 |
Method and apparatus for providing real-time machine learning to computer-controlled agents used in video games
A method for providing real-time machine learning to agents used in video games is disclosed. Initially, adjusted fitnesses of a set of agents within a population are determined. An agent having a...
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7558765 |
Multimodal fusion decision logic system using copula model
The present invention includes a method of deciding whether a data set is acceptable for making a decision. A first probability partition array and a second probability partition array may be...
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7555469 |
Reconfigurable neural network systems and methods utilizing FPGAs having packet routers
Systems and methods are disclosed for forming reconfigurable neural networks with interconnected FPGAs each having a packet router. Neural network nodes are formed within the FPGAs and connections...
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7555468 |
Neural network-based node mobility and network connectivty predictions for mobile ad hoc radio networks
A self managed ad hoc communications network nodes and node mobility management. Nodes include an Artificial Neural Network (ANN) that determines connection to other network nodes. The ANN may use...
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7552097 |
Methods and apparatus for decoding LDPC codes
Methods and apparatus for decoding codewords using message passing decoding techniques which are particularly well suited for use with low density parity check (LDPC) codes and long codewords are...
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7536366 |
Contingency table estimation via sketches
Systems and methods that enhance estimate(s) of features (e.g., word associations), via employing a sampling component (e.g., sketches) that facilitates computations of sample contingency tables,...
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7536365 |
Hybrid architecture for acquisition, recognition, and fusion
A method comprises the steps of: producing one or more signals representative of a feature of a target or area of interest, statistically processing the signals to produce one or more first...
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7526463 |
Neural network using spatially dependent data for controlling a web-based process
System and method for controlling a process with spatially dependent conditions for producing a product with spatially dependent properties, e.g., a web/sheet-based process for producing a...
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7526460 |
Mobile hybrid software router
A hybrid router for dynamical control systems is described. The mobile hybrid software router (MHSR) combines distinctive computational and mathematical techniques, including evolutionary...
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7519488 |
Signal processing method and system for noise removal and signal extraction
A signal processing method and system combining smooth level wavelet pre-processing together with artificial neural networks all in the wavelet domain for signal denoising and extraction. Upon...
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7516108 |
Block allocation times in a computer system
A method and apparatus improves the block allocation time in a parallel computer system. A pre-load controller pre-loads blocks of hardware in a supercomputer cluster in anticipation of demand from...
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7512573 |
Optical processor for an artificial neural network
An optical processor adapted to emulate an artificial neural network (ANN) having a plurality of interconnected layers, each layer having one or more artificial neurons, the processor having a...
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7512572 |
Digital memory
A memory configuration for use in a computer system includes a plurality of address decoders each of which is allocated an identifier having a predetermined number of bits, each bit having first...
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7502769 |
Fractal memory and computational methods and systems based on nanotechnology
Fractal memory systems and methods include a fractal tree that includes one or more fractal trunks. One or more object circuits are associated with the fractal tree. The object circuit(s) is...
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7502765 |
Method for organizing semi-structured data into a taxonomy, based on tag-separated clustering
A method organizes semi-structured data into a taxonomy, based on Tag-Separated (TS) clustering. The method comprises retrieving documents including the semi-structured data. The semi-structured...
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7499895 |
Signal processor
A signal processing device for learning operations made by a user, and for generating signal optimal to the user based on the learning results. A learning unit monitors supplied operating signals...
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7496547 |
Handwriting recognition using a comparative neural network
Handwriting recognition techniques employing a personalized handwriting recognition engine. The recognition techniques use examples of an individual's previous writing style to help recognize new...
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7496546 |
Interconnecting neural network system, interconnecting neural network structure construction method, self-organizing neural network structure construction method, and construction programs therefor
This invention provides an interconnecting neural network system capable of freely taking a network form for inputting a plurality of input vectors, and facilitating additionally training an...
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7493185 |
Quality prognostics system and method for manufacturing processes
A quality prognostics system and a quality prognostics method for predicting the product quality during manufacturing processes are disclosed, wherein the current production tool parameters sensed...
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7487132 |
Method for filtering content using neural networks
Provided is a method for filtering communications received from over a network for a person-to-person communication program. A communication is received for the person-to person communication...
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7480641 |
Method, apparatus, mobile terminal and computer program product for providing efficient evaluation of feature transformation
An apparatus for providing efficient evaluation of feature transformation includes a training module and a transformation module. The training module is configured to train a Gaussian mixture model...
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7480640 |
Automated method and system for generating models from data
The present invention relates to a scaleable automatic method of using multiple techniques to generate models and combinations of models from data and prior knowledge. The system provides...
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7469237 |
Method and apparatus for fractal computation
Fractal computers are neural network architectures that exploit the characteristics of fractal attractors to perform general computation. This disclosure explains neural network implementations for...
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7467115 |
Mobile brain-based device having a simulated nervous system based on the hippocampus
A brain-based device (BBD) having a physical mobile device NOMAD controlling and under control by a simulated nervous system. The simulated nervous system is based on an intricate anatomy and...
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7464063 |
Information processor, state judging unit and diagnostic unit, information processing method, state judging method and diagnosing method
An information processor, a state judging unit, a diagnostic unit, an information processing method, a state judging method and a diagnosing method aim at precisely recognizing each operation...
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7464061 |
Method, computer program with program code means, and computer program product for determining a future behavior of a dynamic system
An approximation is determined for the future system behavior by a similarity analysis using a previously known behavior of the dynamic system, whereupon the future system behavior is determined by...
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7461036 |
Method for controlling risk in a computer security artificial neural network expert system
A computer implemented method for monitoring system events and providing real-time response to security threats. System data is collected by monitors in the computing system. The expert system of...
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7457788 |
Reducing number of computations in a neural network modeling several data sets
An approach that enables reducing the number of computations while modeling data sets using a neural network. To model a first system characterized by a data set, a determination is made as to...
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7457787 |
Neural network component
A neural network component includes a plurality of inputs, at least one processing element, at least one output, and a digital memory storing values at addresses respectively corresponding to the...
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7451122 |
Empirical design of experiments using neural network models
Methods and apparatus are provided pertaining to a design of experiments. The method comprises generating a data set from historical data; identifying and removing any fault data points in the data...
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7447664 |
Neural network predictive control cost function designer
A method, a computer-readable medium, and a system for tuning a cost function to control an operational plant are provided. A plurality of cost function parameters is selected. Predicted future...
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7444310 |
Automatic model maintenance through local nets
A model maintenance method is provided. If accuracy of prediction by a current model through consultation with new data is determined to be below a predetermined threshold, a compound model is...
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7444215 |
Moving apparatus and method of self-direction testing and self-direction correction thereof
A moving apparatus has a body, and has at least a pair of wheels, a control unit, a direction measuring unit and at least a pair of encoders installed on the body. The direction measuring unit...
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