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Subsampling training data during artificial neural network training

Номер патента: US20200302273A1
Опубликовано: 24-09-2020
Автор(ы): Bita DARVISH ROUHANI, Douglas C. Burger, Eric S. Chung
Принадлежит: Microsoft Technology Licensing LLC
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Method, system and artificial neural network

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Generating training data for estimating material property parameter of fabric and estimating material property parameter of fabric

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Generating training data for estimating material property parameter of fabric and estimating material property parameter of fabric

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Generating training data for estimating material property parameter of fabric and estimating material property parameter of fabric

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Artificial neural network integrity verification

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Systems and procedures to forecast well production performance for horizontal wells utilizing artificial neural networks

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Systems and methods for training, securing, and implementing an artificial neural network

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Memory for an artificial neural network accelerator

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Photonic neural network on thin-film lithium niobate

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Node-spiltting for neural networks based on magnitude of norm of vector of partial derivatives

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Method for updating a neural network, terminal apparatus, computation apparatus, and program

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Redundant memory access for rows or columns containing faulty memory cells in analog neural memory in deep learning artificial neural network

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Testing circuitry and methods for analog neural memory in artificial neural network

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Testing circuitry and methods for analog neural memory in artificial neural network

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Method and system for securely storing data for use with artificial neural networks

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Optical neural network apparatus including passive phase modulator

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Media capture device with power saving and encryption features for partitioned neural network

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Memory controller, processor and system for artificial neural network

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Media capture device with power saving and encryption features for partitioned neural network

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Storage and access of neural network outputs in automotive predictive maintenance

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Data management device for supporting high speed artificial neural network operation by using data caching based on data locality of artificial neural network

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Apparatus and method for medical image reading assistant providing representative image based on medical use artificial neural network

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Data management device for supporting high speed artificial neural network operation by using data caching based on data locality of artificial neural network

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Securely storing data for use with artificial neural networks and programmatically searching data

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Output circuit for analog neural memory in a deep learning artificial neural network

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Memory controller, processor and system for artificial neural network

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Algorithms and circuitry for verifying a value stored during a programming operation of a non-volatile memory cell in an analog neural memory in deep learning artificial neural network

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Programmable output blocks for analog neural memory in a deep learning artificial neural network

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Compensation for reference transistors and memory cells in analog neuro memory in deep learning artificial neural network

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System for converting neuron current into neuron current-based time pulses in an analog neural memory in a deep learning artificial neural network

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Algorithms and circuitry for verifying a value stored during a programming operation of a non-volatile memory cell in an analog neural memory in deep learning artificial neural network

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Compensation for reference transistors and memory cells in analog neuro memory in deep learning artificial neural network

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Compensation for reference transistors and memory cells in analog neuro memory in deep learning artificial neural network

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Compensation for reference transistors and memory cells in analog neuro memory in deep learning artificial neural network

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NPU implemented for artificial neural networks to process fusion of heterogeneous data received from heterogeneous sensors

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Npu implemented for artificial neural networks to process fusion of heterogeneous data received from heterogeneous sensors

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Power management for an analog neural memory in a deep learning artificial neural network

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System for converting neuron current into neuron current-based time pulses in an analog neural memory in a deep learning artificial neural network

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Precise programming method and apparatus for analog neural memory in an artificial neural network

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Adaptive artificial neural network selection techniques

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Compensation For Reference Transistors And Memory Cells In Analog Neuro Memory In Deep Learning Artificial Neural Network

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Method of operating neural network model using DRM package and method of processing data using the same

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Precise data tuning method and apparatus for analog neural memory in an artificial neural network

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Precise programming method and apparatus for analog neural memory in an artificial neural network

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Compensation for reference transistors and memory cells in analog neuro memory in deep learning artificial neural network

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System for converting neuron current into neuron current-based time pulses in an analog neural memory in a deep learning artificial neural network

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Power management for an analog neural memory in a deep learning artificial neural network

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Precise programming method and apparatus for analog neural memory in an artificial neural network

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Adaptive artificial neural network selection techniques

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System and method for analyzing binary code for malware classification using artificial neural network techniques

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Group of neural networks ensuring integrity

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System for detecting surface type of object and artificial neural network-based method for detecting surface type of object

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Artificial neural network integrity verification

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Artificial neural network integrity verification

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System and memory for artificial neural network (ANN) optimization using ANN data locality

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Pairwise ranking using neural networks

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A mobile artificial neural network apparatus

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Motion artifact correction using artificial neural networks

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Methods and apparatus for training an artificial neural network for use in speech recognition

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Artificial neural network based production monitoring with optimized tool lifespan system

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Rapid method of predicting fire-hazardous properties of anthraquinone and dyes based thereon using molecular descriptors and artificial neural networks

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Improving angular resolution of radars using an artificial neural network

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Decoding method and apparatus in artificial neural network for speech recognition

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Express-method for predicting fire-hazardous properties of limiting aldehydes with use of molecular descriptors and artificial neural networks

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Express-method for predicting fire-hazardous properties of limiting ketons with the use of molecular descriptors and artificial neural networks

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Improving angular resolution of radars using an artificial neural network

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Functional magnetic resonance imaging artifact removal by means of an artificial neural network

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Functional magnetic resonance imaging artifact removal by means of an artificial neural network

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Functional magnetic resonance imaging artifact removal by means of an artificial neural network

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Improving angular resolution of radars using an artificial neural network

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Indication triggering transmission of known data for training artificial neural networks

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Functional magnetic resonance imaging artifact removal by means of an artificial neural network

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Systems, Methods, and Media for Estimating a Mechanical Property Based on a Transformation of Magnetic Resonance Elastography Data Using a Trained Artificial Neural Network

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Systems, methods, and media for estimating a mechanical property based on a transformation of magnetic resonance elastography data using a trained artificial neural network

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Testing circuitry and methods for analog neural memory in artificial neural network

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Broadcasting known data to train artificial neural networks

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Testing circuitry and methods for analog neural memory in artificial neural network

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Artificial neural network-based image analysis apparatus and method for evaluating analysis results of artificial neural network

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Screening of malignant glioma, brain tumors, and brain injuries using disturbance coefficient, differential impedances, and artificial neural network

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Deep neural network for ct metal artifact reduction

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Training method for training artificial neural network for determining breast cancer lesion area, and computing system performing same

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Decoding method and apparatus in artificial neural network for speech recognition

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Rock processing machine including image acquisition and image processing by a neural network

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Method and electronic device for training neural network model by augmenting image representing object captured by multiple cameras

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Predicting tube degradation via filament or exposure fingerprints using neural networks

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Predicting tube degradation via filament or exposure fingerprints using neural networks

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Predicting tube degradation via filament or exposure fingerprints using neural networks

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Led array optimization using artificial neural networks

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Tracking system and method employing an artificial neural network for tracking tools in and nearby a transportation vehicle

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Tracking system and method employing an artificial neural network for tracking tools in and nearby a transportation vehicle

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System and method for zero-shot learning with deep image neural network and natural language processing (NLP) for optical character recognition (OCR)

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Systems and methods for curating a corpus of synthetic acoustic training data samples and training a machine learning model for proximity-based acoustic enhancement

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Training data for air data estimation in aircraft

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Neural network audio scene classifier for hearing implants

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Neural network audio scene classifier for hearing implants

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Systems and methods for training artificial neural networks

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Method of detection and neural network recognition of the signs of the fields of different physical nature generated by marine purposes

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Method for predicting resumption of coronary heart disease clinical picture by means of neural networks in patients after endovascular intervention

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Artificial neural network operation circuit and in-memory computation device thereof

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Residual artificial neural network to generate protein sequences

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Apparatus and method for generating a perfusion image, and method for training an artificial neural network therefor

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On-line training neural network for process control

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Generating sounds for detectability by neural networks

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One-dimensional wide-band-phase unique-based on the basis of artificial neural network

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Express-method for forecasting fire-proof properties of compounds of oil and propionic acids with use of molecular descripters and artificial neural networks

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A patient-specific artificial neural network training system and method

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A patient-specific artificial neural network training system and method

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Predictive machine learning models for preeclampsia using artificial neural networks

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Generative modeling of speech using neural networks

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Method and apparatus for generating speech training data

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Method for improving process control by reducing lag time of sensors using artificial neural networks

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Multiphase flow meter for electrical submersible pumps using artificial neural networks

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Residual artificial neural network to generate protein sequences

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Pattern recognition using artificial neural network for coin validation

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Prediction of wireline logs using artificial neural networks

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Residual artificial neural network to generate protein sequences

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Semiconductor radiation sensor device and method of training an artificial neural network for signal processing

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Training data processing method and electronic device

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Training data processing method and electronic device

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Multilingual, acoustic deep neural networks

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Convolutional neural network model for imaging via fluorescence in situ hybridization

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Method for classification of human emotions based on selected scalp region eeg patterns by a neural network

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Predictive channel modeling method based on generative adversarial network and long short-term memory artificial neural network

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Method for training an artificial neural network to estimate control commands for controlling an elevator

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Temporal attention-based neural networks for video compression

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System and method for monitoring a computer resource asset using a smart contract and a neural network

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Adaptive demodulation method and apparatus using an artificial neural network to improve data recovery in high speed channels

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Deep Brain Stimulation Using Artificial Neural Networks

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Method for classifying electroencephalography data with the use of artificial neural networks

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Method and apparatus for monitoring and managing performance of artificial neural network model for air interface

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Epilepsy diagnostics method based on set of electroencephalographic indicators, characteristics of exogenous and cognitive evoked potentials, motor and autonomic provision activities using artificial neural networks technology

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Method for training multiple artificial neural networks to assign calls to cars of an elevator

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Neural-network-based adaptive line enhancer

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Parallelized video decoding using a neural network

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Neural network filter for adaptive noise subtraction in optical heterodyne signals

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Method and apparatus for transmitting and receiving feedback information based on artificial neural network

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Method of training artificial neural network

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Artificial neural network

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Method of training artificial neural network

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Virtual stream computer system based on information model of artificial neural network and neuron

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Artificial neural network for use in forecasting hydropower reservoir operation

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