Neural network based translation of natural language queries to database queries

Information processing device, information processing method of time-series data, and program recording medium

Deep embedding for natural language content based on semantic dependencies

Computer-readable recording medium recording learning program, learning method, and learning apparatus

Low latency matrix multiply unit

Low latency matrix multiply unit

System and methods for decomposing events from managed infrastructures that includes a feedback signalizer functor

Convolutional deep learning analysis of temporal cardiac images

Self-learning system that takes into account corrective inputs for automatic control of an operating parameter of a crop transport or processing device

Channel change server allocation

Method, apparatus, and system for deep feature coding and decoding

Individual and cohort pharmacological phenotype prediction platform

System and Method for End-to-End speech recognition

Probability map-based ultrasound scanning

Wafer map pattern detection based on supervised machine learning

Scoring users based on intent for online advertising

Fraud score manipulation in self-defense of adversarial artificial intelligence learning

Method for Dynamic Employee Work Assignment

Systems, methods, and computer-readable media for parallel stochastic gradient descent with linear and non-linear activation functions

Computer-implemented methods, computer readable medium and systems for a precision agriculture platform that identifies generic anomalies in crops

Computer-implemented methods, computer readable medium and systems for a precision agriculture platform that integrates a satellite date model and an orchard data model

Computer-implemented methods, computer readable medium and systems for generating an orchard data model for a precision agriculture platform

Systems and methods to enable continual, memory-bounded learning in artificial intelligence and deep learning continuously operating applications across networked compute edges

Information processing method and information processing apparatus

Neural network processing system

Apparatus and Method of Using Dual Indexing in Input Neurons and Corresponding Weights of Sparse Neural Network

PARTIAL WEIGHTS SHARING CONVOLUTIONAL NEURAL NETWORKS

MACHINE LEARNING BASED SCATTER CORRECTION

Identification and classification of training needs from unstructured computer text using a neural network

Entity model establishment

Remote neural network processing for guideline identification

STDP WITH SYNAPTIC FATIGUE FOR LEARNING OF SPIKE-TIME-CODED PATTERNS IN THE PRESENCE OF PARALLEL RATE-CODING

STDP with synaptic fatigue for learning of spike-time-coded patterns in the presence of parallel rate-coding

DIET INFORMATION RECOMMENDATION SYSTEM AND DIET INFORMATION RECOMMENDATION METHOD

Task execution system, task execution method, training apparatus, and training method

TRAINING AN RGB-D CLASSIFIER WITH ONLY DEPTH DATA AND PRIVILEGED INFORMATION

Image processing device, non-transitory computer readable storage medium, and image processing system

Image recognition apparatus, learning apparatus, image recognition method, learning method, and storage medium

Methods and systems for query segmentation

Systems and methods of matching style attributes

Automated generation of narrative responses to data queries

Distributed storage and processing of hierarchical data structures

Captioning a region of an image

Artificial intelligence based method and apparatus for generating information

NEURAL CONTEXTUAL CONVERSATION LEARNING

Enabling rhetorical analysis via the use of communicative discourse trees

Enabling rhetorical analysis via the use of communicative discourse trees

Activities of Daily Living Monitoring and Reporting System

Spectral sensing and allocation using deep machine learning

Medical assessment based on voice

Machine learning, natural language processing and network analysis-guided discovery related to medical research

Selecting speech features for building models for detecting medical conditions

Multi-scale deep reinforcement machine learning for N-dimensional segmentation in medical imaging

SYSTEMS AND METHODS FOR INSPECTION AND DEFECT DETECTION USING 3-D SCANNING

FEATURE EXTRACTION AND CLASSIFICATION METHOD BASED ON SUPPORT VECTOR DATA DESCRIPTION AND SYSTEM THEREOF

Dynamic response prediction for improved bot task processing

Analyzing sequence data using neural networks

Learning radio signals using radio signal transformers

Learning and deployment of adaptive wireless communications

Hardware implemented point to point communication primitives for machine learning

Fine-grain compute communication execution for deep learning frameworks via hardware accelerated point-to-point primitives

Efficient learning and using of topologies of neural networks in machine learning

Post synaptic potential-based learning rule

Storage controller acceleration for neural network training and inference

Zero shot machine vision system via joint sparse representations

Forming a dataset for fully-supervised learning

System and method for batch-normalized recurrent highway networks

On the fly deep learning in machine learning for autonomous machines

Machine learning model for malware dynamic analysis

SYSTEM AND METHOD FOR SEARCHING FOR PRODUCTS IN CATALOGS

System and Method for Content-Based Media Analysis

Adder device, data accumulation method and data processing device

Determining the net emissions of air pollutants

Online learning simulator using machine learning

Dynamic topic guidance in the context of multi-round conversation

METHOD FOR ASSESSING RESPONSE VALIDITY WHEN USING DICHOTOMOUS ITEMS WITH HIGH GRANULARITY

GRANULAR DICHOTOMOUS SCORING METHOD FOR MACHINE LEARNING IN HEALTHCARE

Static random access memory (SRAM) cell and related SRAM array for deep neural network and machine learning applications

Interest determination system, interest determination method, and storage medium

Instructions and logic to perform floating-point and integer operations for machine learning

Instructions and logic to perform floating-point and integer operations for machine learning

AUGMENTED REALITY LEARNING SYSTEM AND METHOD USING MOTION CAPTURED VIRTUAL HANDS

System and method for automated funduscopic image analysis

Image analysis method, image analysis apparatus, and image analysis program for analyzing cell with deep learning algorithm

Apparatus for upscaling an image, method for training the same, and method for upscaling an image

Programmable coarse grained and sparse matrix compute hardware with advanced scheduling

Learning and deploying compression of radio signals

Learning apparatus and method for learning a model corresponding to a function changing in time series

Entity classification based on machine learning techniques

DOMAIN-INDEPENDENT AND SCALABLE AUTOMATED PLANNING SYSTEM USING DEEP NEURAL NETWORKS

Processing core with metadata actuated conditional graph execution

Data processing method and apparatus for training incremental model of neural network

Systems, methods, and/or media, for selecting candidates for annotation for use in training a classifier

SCALABLE FRAMEWORK FOR AUTONOMOUS ARTIFICIAL INTELLIGENCE CHARACTERS

Accelerated deep learning

Incremental precision networks using residual inference and fine-grain quantization

Generation of document classifiers

Pre-processing for data-driven model creation

Learning-based noise reduction in data produced by a network of sensors, such as one incorporated into loose-fitting clothing worn by a person

Tool for facilitating efficiency in machine learning

Training with adaptive runtime and precision profiling

Scheduling configuration for deep learning networks

ACCELERATED DECISION TREES ON DATA CENTER CLUSTERS

GRAPHICS PROCESSING UNIT GENERATIVE ADVERSARIAL NETWORK

Variable precision and mix type representation of multiple layers in a network

Non-convex optimization by gradient-accelerated simulated annealing

Neuromorphic device having inverting circuits

Smart memory handling and data management for machine learning networks

SYSTEMS AND METHODS FOR SENDING NOTIFICATIONS BASED ON PREDICTED EFFECTIVENESS

Storage system of DNN outputs for black box

Classifying facial expressions using eye-tracking cameras

Content based image management and selection

System and Method for Capturing and Processing Image and Text Information

Systems and methods for systolic array design from a high-level program

Supporting learned branch predictors

Constraint relaxation in a navigational system

Autonomous machines through cloud, error corrections, and predictions

Storage management for machine learning at autonomous machines

DEEP LEARNING ARCHITECTURE FOR COGNITIVE EXAMINATION SUBSCORE TRAJECTORY PREDICTION IN ALZHEIMER'S DISEASE

Laser apparatus and reservoir computing system

Process of fabricating embedded spin transfer torque memory for cellular neural network based processing unit

System and method for cloud medical image analysis using self-learning model

Crack information detection device, method of detecting crack information, and crack information detection program

Compute optimization mechanism for deep neural networks

Coordination and increased utilization of graphics processors during inference

Systems Methods Devices Circuits and Computer Executable Code for Impression Measurement and Evaluation

Nowcasting abstracted census from individual customs transaction records

Radio signal identification, identification system learning, and identifier deployment

Method and device for improving the robustness against “adversarial examples”

Artificial intelligence profiling

Two-phase distributed neural network training system

Barriers and synchronization for machine learning at autonomous machines

Dynamic distributed training of machine learning models

Neural network optimization mechanism

Real time context dependent deep learning

Neural network training mechanism

Specialized fixed function hardware for efficient convolution

DISTRIBUTED DEEP LEARNING USING A DISTRIBUTED DEEP NEURAL NETWORK

Multi-modal construction of deep learning networks

Device for implementing artificial neural network with separate computation units

Dense digital arithmetic circuitry utilization for fixed-point machine learning

Device for implementing artificial neural network with multiple instruction units

Local multicast in single-host multi-GPU machine for distributed deep learning systems

Dynamic precision for neural network compute operations

Data analysis apparatus, data analysis method, and recording medium

Parameter criticality-aware resilience

Detecting dangerous driving situations by parsing a scene graph of radar detections

Compute optimizations for neural networks

Cyclic generative adversarial network for unsupervised cross-domain image generation

Installation and operation of different processes of an AI engine adapted to different configurations of hardware located on-premises and in hybrid environments

UNITED STATES UTILITY PATENT APPLICATION SYSTEM AND METHOD FOR MONITORING VIRTUAL PERIMETER BREACHES

Tracking privacy budget with distributed ledger

Identifying chemical substructures associated with adverse drug reactions

Identifying chemical substructures associated with adverse drug reactions

Systems and methods for implementing learned parameter systems on a programmable integrated circuit

Interpreting human-robot instructions

System and method for belief based human-bot conversation

Image display apparatus and method

Prioritized constraints for a navigational system

Constraint augmentation in a navigational system

INTELLIGENT ELECTRONIC SPEED CONTROLLER (IESC)

Suboptimal immediate navigational response based on long term planning

Acceleration and deceleration controller

Emulsion composition sensor

Apparatus and method for two-stage detection of furnace flooding or other conditions

Apparatus and method for using model training and adaptation to detect furnace flooding or other conditions

Navigating a vehicle based on predictive aggression of other vehicle

Polishing apparatus using neural network for monitoring

Activity recognition

Method and apparatus for improving efficiency of content delivery based on consumption data relative to spatial data

Methods and systems for controlling data backup

Speech noise reduction method and device based on artificial intelligence and computer device

Artifact reduction for image style transfer

Content management and delivery system

METHOD AND SYSTEM FOR FORECASTING PRODUCT SALES ON MODEL-FREE PREDICTION BASIS

Circuit configuration optimization apparatus and machine learning device for learning a configuration of a field programmable gate array (FPGA) device

Route prediction based on adaptive hybrid model

COGNITIVE KNOWLEDGE BASED REGISTRATION SYSTEM FOR GEOMECHANICAL DATA

COGNITIVE KNOWLEDGE BASED REGISTRATION SYSTEM FOR GEOMECHANICAL DATA

Queue management for direct memory access

Data processing performance enhancement for neural networks using a virtualized data iterator

Performing average pooling in hardware

Update management for RPU array

Synapse system of a neuromorphic device including a ferroelectric transistor

Neural networks for detecting fraud based on user behavior biometrics

Method and apparatus for reducing computational complexity of convolutional neural networks

MULTIFACTOR VENUE LOCALIZATION USING CENTRALIZED LEARNING

Update management for RPU array

LEARNING DEPENDENCIES OF PERFORMANCE METRICS USING RECURRENT NEURAL NETWORKS

Foliage Detection Training Systems And Methods

Enhancing processing performance of artificial intelligence/machine hardware by data sharing and distribution as well as reuse of data in neuron buffer/line buffer

Dynamically partitioning workload in a deep neural network module to reduce power consumption

Power-efficient deep neural network module configured for parallel kernel and parallel input processing

Power-efficient deep neural network module configured for executing a layer descriptor list

Processing discontiguous memory as contiguous memory to improve performance of a neural network environment

Neuromorphic device and a synapse network including a post-synaptic neuron having a subtracting circuit

Select one of plurality of neural networks

Facilitating machine-learning and data analysis by computing user-session representation vectors

Neural networks for information extraction from transaction data

Minimizing memory reads and increasing performance by leveraging aligned blob data in a processing unit of a neural network environment

Neural network processor using compression and decompression of activation data to reduce memory bandwidth utilization

Reducing power consumption in a neural network processor by skipping processing operations

Power-efficient deep neural network module configured for layer and operation fencing and dependency management

Flexible hardware for high throughput vector dequantization with dynamic vector length and codebook size

Dynamic sequencing of data partitions for optimizing memory utilization and performance of neural networks

Neuromorphic system for real-time visual activity recognition

Person identification systems and methods

Deep reinforced model for abstractive summarization

Neural machine translation with latent tree attention

SYSTEMS AND METHODS FOR DOCUMENT PROCESSING USING MACHINE LEARNING

Constituent centric architecture for reading comprehension

Global normalized reader systems and methods

Adaptive, interactive, and cognitive reasoner of an autonomous robotic system

Automated tagging of text

Extend GPU/CPU coherency to multi-GPU cores

Enhancing processing performance of a DNN module by bandwidth control of fabric interface

AUTONOMOUS VEHICLE NEURAL NETWORK OPTIMIZATION

Fluid analysis and monitoring using optical spectroscopy

Fluid analysis and monitoring using optical spectroscopy

Controller and machine learning device

Automated steering systems and methods for a robotic endoscope

Mental Health Modeling Language

ELECTRONIC HANDWRITING PROCESSOR WITH DERIVATIVE COORDINATE MODELING

METHOD TO CLASSIFY SYSTEM PERFORMANCE AND DETECT ENVIRONMENTAL INFORMATION

Picture-based vehicle loss assessment

Sub-graph in frequency domain and dynamic selection of convolution implementation on a GPU

System and method for optical flow estimation

Visual anomaly detection system

Manufacturing quality improvement through statistical root cause analysis using convolution neural networks

Denoising Monte Carlo renderings using machine learning with importance sampling

Denoising Monte Carlo renderings using generative adversarial neural networks

Kernel-predicting convolutional neural networks for denoising

System and method for deep learning image super resolution

Machine learning sparse computation mechanism

IMAGE-BASED VEHICLE DAMAGE DETERMINING METHOD AND APPARATUS, AND ELECTRONIC DEVICE

System and method for blood and saliva optimized food consumption and delivery

Artificial intelligence engine for mixing and enhancing features from one or more trained pre-existing machine-learning models

Self-adaptive, self-trained computer engines based on machine learning and methods of use thereof

For hierarchical decomposition deep reinforcement learning for an artificial intelligence model

Systems and methods for learning and predicting transactions

Denoising monte carlo renderings using progressive neural networks

COMPUTER SYSTEM AND COMPUTATION METHOD USING RECURRENT NEURAL NETWORK

Local abbreviation expansion through context correlation

Abstraction layers for scalable distributed machine learning

Abstraction library to enable scalable distributed machine learning

Data operations and finite state machine for machine learning via bypass of computational tasks based on frequently-used data values

Neural network scheduling mechanism

Using analytics to determine dining venue based on group preferences

Network rating prediction engine

CONDITIONAL GRAPH EXECUTION BASED ON PRIOR SIMPLIFIED GRAPH EXECUTION

Learning a similarity measure for vision-based localization on a high definition (HD) map

Method for understanding machine-learning decisions based on camera data

Artificial intelligence engine with enhanced computing hardware throughput

Electronic handwriting processor with convolutional neural networks

Electronic handwriting analysis through adaptive machine-learning

Age invariant face recognition using convolutional neural networks and set distances

Identifying reason codes from gradient boosting machines

Method and system for ranking a plurality of documents on a search engine results page

Noise and bound management for RPU array

Noise and bound management for RPU array

Branch predictor selection management

Programming model of neural network-oriented heterogeneous computing platform

Performing autonomous path navigation using deep neural networks

Adjustment device and adjustment method

Method, neural network, and magnetic resonance apparatus for assigning magnetic resonance fingerprints

System and method for content and motion controlled action video generation

Systems and methods for cyberbot network detection

SYNAPSE AND SYNAPSE ARRAY

Method and system to evaluate and quantify user-experience (UX) feedback

Method and device for processing speech instruction

Cloud assisted machine learning

ONLINE HYPERPARAMETER TUNING IN DISTRIBUTED MACHINE LEARNING

Deep learning for characterizing unseen categories

Data searching system and method

Processing apparatus and method for artificial neuron

Data driven quantization optimization of weights and input data in an artificial neural network

System and method for augmenting an existing artificial neural network

NEURAL NETWORK CALIBRATION MECHANISM

Technologies for scaling deep learning training

SELECTIVE NOISE TOLERANCE MODES OF OPERATION IN A MEMORY

Systems and methods for correcting error in a first classifier by evaluating classifier output in parallel

Method and apparatus for generating push notifications

Neural network processing element incorporating compute and local memory elements

Neural network processor incorporating inter-device connectivity

Configurable and programmable sliding window based memory access in a neural network processor

Neural network processor incorporating separate control and data fabric

Neural network processor incorporating multi-level hierarchical aggregated computing and memory elements

Simplification of neural models that include arborized projections

Convolutional neural network (CNN) processing method and apparatus

RGB-D scene labeling with multimodal recurrent neural networks

Generating refined object proposals using deep-learning models

Artificial neural network incorporating emphasis and focus techniques

Method and device for identifying the signaling state of at least one signaling device

Face verification method and apparatus

System and method for generation of human like video response for user queries

Method, apparatus, and electronic devices for searching images

System and method of memory access of multi-dimensional data

System and method for controlling motion of vehicle in shared environment

Assistance for an autonomous vehicle using crowd-sourced responses

Autonomous mobile goods transfer