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Patent # Description
2019/0130282 Distant Supervision for Entity Linking with Filtering of Noise
A technique is described herein for processing documents in a time-efficient and accurate manner. In a training phase, the technique generates a set of initial...
2019/0130281 NEXT CAREER MOVE PREDICTION WITH CONTEXTUAL LONG SHORT-TERM MEMORY NETWORKS
Techniques for predicting a next company and next title of a user are disclosed herein. In some embodiments, an encoder is used for encoding a representation...
2019/0130280 TIMING RECOVERY FOR DNA STORAGE
Systems and methods for timing recovery in DNA storage systems is described. In one embodiment, the present systems and methods include generating a unique...
2019/0130279 METHOD FOR DETECTING AN ANOMALOUS IMAGE AMONG A FIRST DATASET OF IMAGES USING AN ADVERSARIAL AUTOENCODER
A method for detecting an anomalous image among a dataset of images using an Adversarial Autoencoder includes training an Adversarial Autoencoder in a first...
2019/0130278 PROGRESSIVE MODIFICATION OF GENERATIVE ADVERSARIAL NEURAL NETWORKS
A generative adversarial neural network (GAN) learns a particular task by being shown many examples. In one scenario, a GAN may be trained to generate new...
2019/0130277 ENSEMBLING OF NEURAL NETWORK MODELS
A method includes determining, by a processor of a computing device, a subset of models included in a plurality of models generated based on a genetic...
2019/0130276 TENSOR MANIPULATION WITHIN A NEURAL NETWORK
Techniques are disclosed for tensor manipulation within a neural network and include training the neural network. An input tensor is obtained for manipulation...
2019/0130275 GRADIENT NORMALIZATION SYSTEMS AND METHODS FOR ADAPTIVE LOSS BALANCING IN DEEP MULTITASK NETWORKS
Systems and methods for training a multitask network is disclosed. In one aspect, training the multitask network includes determining a gradient norm of a...
2019/0130274 Apparatus and methods for backward propagation in neural networks supporting discrete data
Aspects for backpropagation of a multilayer neural network (MNN) in a neural network processor are described herein. The aspects may include a computation...
2019/0130273 SEQUENCE-TO-SEQUENCE PREDICTION USING A NEURAL NETWORK MODEL
A method for sequence-to-sequence prediction using a neural network model includes generating an encoded representation based on an input sequence using an...
2019/0130272 GENERATING COMPRESSED REPRESENTATION NEURAL NETWORKS HAVING HIGH DEGREE OF ACCURACY
Machine learning based models, for example, neural network models employ large numbers of parameters, from a few million to hundreds of millions or more. A...
2019/0130271 SYSTEMS AND METHODS FOR BLOCK-SPARSE RECURRENT NEURAL NETWORKS
Described herein are systems and methods to prune deep neural network models in reducing the overall memory and compute requirements of these models. It is...
2019/0130270 TENSOR MANIPULATION WITHIN A RECONFIGURABLE FABRIC USING POINTERS
Techniques are disclosed for tensor manipulation within a reconfigurable fabric using pointers. A first tensor is obtained for processing on a reconfigurable...
2019/0130269 PIPELINED TENSOR MANIPULATION WITHIN A RECONFIGURABLE FABRIC
Techniques are disclosed for pipelined tensor manipulation within a reconfigurable fabric. A tensor is obtained for processing on a reconfigurable fabric...
2019/0130268 TENSOR RADIX POINT CALCULATION IN A NEURAL NETWORK
Techniques are disclosed for tensor radix point calculation in a neural network. A first tensor is obtained. A first set of weights is generated for the first...
2019/0130267 TRAINING NEURAL NETWORKS USING PRIORITY QUEUES
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network using a priority queue. One of...
2019/0130266 SYSTEM AND METHOD FOR IMPROVED NEURAL NETWORK TRAINING
A system, electronic device and method for improved neural network training are provided. The electronic device includes: a processor, a memory storing a...
2019/0130265 METHOD AND APPARATUS FOR PERFORMING OPERATIONS IN CONVOLUTIONAL NEURAL NETWORK
A method and apparatus for performing operations in a convolutional neural network. A method for performing operations in a convolutional neural network may...
2019/0130263 RANDOMIZED REINFORCEMENT LEARNING FOR CONTROL OF COMPLEX SYSTEMS
A method of controlling a complex system and a gas turbine being controlled by the method are provided. The method comprises providing training data, which...
2019/0130262 MACHINE LEARNING MODEL REPOSITORY
Embodiments are directed towards a machine learning repository for managing machine learning (ML) model envelopes, ML models, model objects, or the like....
2019/0130261 METHOD AND APPARATUS FOR COMBINING INDEPENDENTLY EVOLVED NEURAL NETWORKS IN A DISTRIBUTED ENVIRONMENT
A neural network classification method, system, and computer program product include selecting a set of models for combination based on scenario descriptors of...
2019/0130260 SYSTEM FOR DYNAMIC ESTIMATED TIME OF ARRIVAL PREDICTIVE UPDATES
Described are systems and processes for generating dynamic estimated time of arrival predictive updates for delivery of perishable goods. In one aspect a...
2019/0130259 VOLTAGE CONTROLLED HIGHLY LINEAR RESISTIVE ELEMENTS
Neural networks include neuron layers arranged in order from an input neuron layer to an output neuron layer, with at least one hidden layer between them....
2019/0130258 ARTIFICIAL NEURON
An artificial neuron including: a membrane capacitor; an input of an external synaptic excitation in current, the membrane capacitor integrating the input...
2019/0130257 Beyond Shared Hierarchies: Deep Multitask Learning Through Soft Layer Ordering
The technology disclosed identifies parallel ordering of shared layers as a common assumption underlying existing deep multitask learning (MTL) approaches....
2019/0130256 UNIT-LEVEL UNCERTAINTY AND PROPAGATION
Neural Networks such as Deep Neural Networks (DNNs) output calibrated probabilities that substantially represent frequencies of occurrences of events. A DNN...
2019/0130255 METHOD AND APPARATUS FOR GENERATING FIXED-POINT TYPE NEURAL NETWORK
A method of generating a fixed-point type neural network by quantizing a floating-point type neural network, includes obtaining, by a device, a plurality of...
2019/0130254 Population Anomaly Detection Through Deep Gaussianization
Anomalies in a data set may be difficult to detect when individual items are not gross outliers from a population average. Disclosed is an anomaly detector...
2019/0130253 Using Neural Networks in Laser Finishing of Apparel
Software and lasers are used in finishing apparel to produce a desired wear pattern or other design. A technique includes using machine learning to create or...
2019/0130252 IMPLEMENTATION MODEL OF SELF-ORGANIZING RESERVOIR BASED ON LORENTZIAN NONLINEARITY
To realize a reservoir computing system in which the reservoir is configured to be suitable for various learning targets, provided is a self-organizing...
2019/0130251 NEURAL QUESTION ANSWERING SYSTEM
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating a system output from a system input using a...
2019/0130250 METHOD AND APPARATUS WITH NEURAL NETWORK PERFORMING CONVOLUTION
A process-implemented neural network method includes obtaining a plurality of kernels and an input feature map; determining a pruning index indicating a weight...
2019/0130249 SEQUENCE-TO-SEQUENCE PREDICTION USING A NEURAL NETWORK MODEL
A method for sequence-to-sequence prediction using a neural network model includes A method for sequence-to-sequence prediction using a neural network model,...
2019/0130248 GENERATING DUAL SEQUENCE INFERENCES USING A NEURAL NETWORK MODEL
A computer-implemented method for dual sequence inference using a neural network model includes generating a codependent representation based on a first input...
2019/0130247 MULTI-TASK FEATURE SELECTION NEURAL NETWORKS
The present approach relates to feature ranking within deep neural networks in a multi-task and/or multi-label setting. Approaches are described to identify...
2019/0130246 DYNAMICALLY RECONFIGURABLE NETWORKED VIRTUAL NEURONS FOR NEURAL NETWORK PROCESSING
Methods and systems for neural network include configuring a physical network topology for a network that includes hardware nodes in accordance with a neural...
2019/0130245 ARITHMETIC PROCESSING DEVICE AND ARITHMETIC PROCESSING METHOD
The present technology relates to an arithmetic processing device and an arithmetic processing method that enable the reduction of a circuit area while...
2019/0130244 SYSTEM AND METHOD FOR IMPLEMENTING AN ARTIFICIALLY INTELLIGENT VIRTUAL ASSISTANT USING MACHINE LEARNING
Systems and methods for implementing an artificially intelligent virtual assistant includes collecting a user query; using a competency classification machine...
2019/0130243 COGNITIVE COMMUTER ASSISTANT
A cognitive commuter assistant may provide alerts regarding sensitive conversation topics and smart excuse route suggestions. The cognitive commuter assistant...
2019/0130242 METAL CHIP CARD CAPABLE OF SUPPORTING RADIO FREQUENCY COMMUNICATION AND PAYMENT
A metal chip card capable of supporting radio frequency communication and payment. An antenna circuit module of the metal chip card consists of an FPC/PCBA...
2019/0130241 Transponder, in Particular a Radio-Frequency Identification (RFID) Transponder, and Method for Operating the...
A method and transponder in which at least one first line is formed by at least one first and at least one second antenna configured and operated in the manner...
2019/0130240 PAYMENT CARD OVERLAY SKIMMER DETECTION
Devices and methods for detecting credit card skimmers are provided herein. A device can include a printed circuit board having a pattern of electrical traces...
2019/0130239 ATTENTION TAG FOR RETAIL ARTICLE AND RETAIL ARTICLE HAVING SAME ATTACHED THERETO
An attention tag for a retail article that includes a label having an adhesive region bonded to a retail article and a protruding region that protrudes from...
2019/0130238 MODULAR RADIO FREQUENCY IDENTIFICATION (RFID) DEVICES
Example implementations relating to a modular radio frequency identification (RFID) device are described. For example, the modular RFID device includes a...
2019/0130237 A radio frequency identification (RFID) tag and a method for limiting supply voltage of a RFID tag
The RFID tag comprising: a first communication module (201) for extracting energy from received signals from a RFID reader providing a supply voltage VDD to...
2019/0130236 SYSTEM AND METHOD FOR EXTRACTING BITSTREAM DATA IN TWO-DIMENSIONAL OPTICAL CODES
The disclosure relates to a data reading system and method for identifying and processing optical code symbols, primarily DotCode symbols. The data reading...
2019/0130235 DYNAMIC THERMOELECTRIC QUICK RESPONSE CODE BRANDING
Embodiments of the invention include an apparatus, a computer-implemented method, and a computer program product for branding a quick response code onto a...
2019/0130234 INFORMATION PROCESSING APPARATUS, METHOD OF CONTROLLING THE SAME, AND STORAGE MEDIUM
An information processing apparatus that obtains, from a print apparatus, information indicating a print setting mode to which the print apparatus is set. The...
2019/0130233 METHOD AND APPARATUS FOR IMPROVED SEGMENTATION AND RECOGNITION OF IMAGES
A system for and method for improved computer vision image processing and image segmentation and recognition is disclosed. The system and method utilizes a...
2019/0130232 FONT IDENTIFICATION FROM IMAGERY
A system includes a computing device that includes a memory configured to store instructions. The system also includes a processor to execute the instructions...
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