Embedded memory subsystems for a CNN based processing unit and methods of making

Data processing system and method

Method of compressing convolution parameters, convolution operation chip and system

Systems and methods for classifying, prioritizing and interpreting genetic variants and therapies using a deep neural network

Generating audio using neural networks

Artificial-intelligence enhanced visualization of non-invasive, minimally-invasive and surgical aesthetic medical procedures

Method and computing system for modelling a primate brain

Device and Method of Training a Fully-Connected Neural Network

Automatically scaling neural networks based on load

Control policies for robotic agents

HIGH-SPEED PROCESSING METHOD OF NEURAL NETWORK AND APPARATUS USING THE HIGH-SPEED PROCESSING METHOD

Matching cross domain user affinity with co-embeddings

Method for establishing data-recognition model

Method and electronic apparatus for adjusting a neural network

Multitask learning as question answering

MIXED SIGNAL CMOS RPU WITH DIGITAL WEIGHT STORAGE

CONVOLUTION OPERATION DEVICE AND METHOD OF SCALING CONVOLUTION INPUT FOR CONVOLUTION NEURAL NETWORK

Neuromorphic device and method of driving the same

DEEP NEURAL NETWORK ARCHITECTURE FOR SEARCH

Transform for a neurosynaptic core circuit

Low-pass recurrent neural network systems with memory

Autoencoder, data processing system, data processing method and non-transitory computer readable medium

Image composites using a generative adversarial neural network

Apparatus and network construction method for determining the number of elements in an intermediate layer of a neural network

Conditional loss function modification in a neural network

Generation of synthetic images for training a neural network model

Method for processing input on basis of neural network learning and apparatus therefor

Method for processing information, information processing apparatus, and non-transitory computer-readable recording medium

Method for analysing media content to generate reconstructed media content

Utilizing machine learning models to identify insights in a document

Architectural enhancements for computing systems having artificial intelligence logic disposed locally to memory

Trajectory tracking for vehicle lateral control using neural network

Method and test system for mobile network testing as well as prediction system

Multi-resistance MRAM

Intelligent dishwashing systems and methods

Data analytics for international product quality and user experience

System and method for pseudo-task augmentation in deep multitask learning

Convolution engines for systolic neural network processor

Systolic neural network engine capable of backpropagation

Continual reinforcement learning with a multi-task agent

INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD

Deep learning FPGA converter

MACHINE LEARNING DRIVEN DATA MANAGEMENT

Acceleration of neural networks using depth-first processing

Serialized electro-optic neural network using optical weights encoding

Processor in memory supporting binary convolution operation and method of operating the same

Configurable neural network engine for convolutional filter sizes

Configurable neural network engine of tensor arrays and memory cells

Processing element and operating method thereof in neural network

Systolic neural network processor with feedback control

Systolic neural network engine with crossover connection optimization

Multi-core systolic processor system for neural network processing

Reconfigurable systolic neural network engine

Systolic neural network engine capable of forward propagation

Neural network with embedded filter layer

Adjusting enhancement coefficients for neural network engine

Method and apparatus for checkout based on image identification technique of convolutional neural network

Dynamic memory mapping for neural networks

Apparatuses, methods, and systems for access synchronization in a shared memory

Fault diagnosis method for series hybrid electric vehicle AC/DC converter

Vector-space framework for evaluating gameplay content in a game environment

Automated intelligent self-organizing network for optimizing network performance

Identifying artificial artifacts in input data to detect adversarial attacks

Integrated circuit device, resonator device, electronic device, and vehicle

Integrated circuit device, oscillator, electronic device, and vehicle

Neural network classifier using array of four-gate non-volatile memory cells

Field of view (FOV) throttling of virtual reality (VR) content in a head mounted display

Generalized multi-channel MRI reconstruction using deep neural networks

Stylizing input images

Multi-layer machine learning classifier

Machine-learned model for optimizing selection sequence for items in a warehouse

Risk-based machine learning classsifier

Multi-layer machine learning classifier with correlative score

Interactive reinforcement learning with dynamic reuse of prior knowledge

Video deblurring using neural networks

Very deep convolutional neural networks for end-to-end speech recognition

MULTIMODAL MACHINE LEARNING SELECTOR

End-to-end data format selection for hardware implementation of deep neural networks

Optimization control technology for building energy conservation

Neural network including memory elements implemented at nodes

Hierarchical mantissa bit length selection for hardware implementation of deep neural network

Identifying suspicious entities using autonomous vehicles

Classification of piping and instrumental diagram information using machine-learning

Methods and apparatus for detection of malicious documents using machine learning

Visual reference resolution using attention memory for visual dialog

CROSS-LINGUAL TEXT CLASSIFICATION

OPERATION DEVICE AND METHOD OF OPERATING SAME

Encoding and decoding methods and devices including CNN-based in-loop filter

On-device neural network adaptation with binary mask learning for language understanding systems

Image segmentation method, apparatus, and fully convolutional network system

Determining layer ranks for compression of deep networks

Method and apparatus with bit-serial data processing of a neural network

Private deep neural network training

Artificial Intelligence Modelling Engine

Synapse memory

Computer-readable recording medium, learning method, and learning device

Configurable Convolution Neural Network Processor

Lossy layer compression for dynamic scaling of deep neural network processing

Computer vision systems and methods for machine learning using image hallucinations

Method and apparatus for training neural network model used for image processing, and storage medium

Generating object proposals using deep-learning models

Multiscale, hierarchical clustering on customer observables using persistent geometric features of co-occurrence simplicial complexes

Mission-critical AI processor with record and replay support

Machine-learning-based models for phase equilibria calculations in compositional reservoir simulations

System and method for estimating arrival time

DETECTION OF HAZARD SOUNDS

Method of performing feedforward and recurrent operations in an artificial neural network using nonvolatile memory cells

System and method for encoding data in a voice recognition integrated circuit solution

Deep learning medical systems and methods for medical procedures

Peer-to-peer payment systems and methods

Pre-training of neural network by parameter decomposition

Image processing method, image processing device, and training method of neural network

Method of generating training data for training a neural network, method of training a neural network and using neural network for autonomous operations

Neural network engine with tile-based execution

METHOD OF GENERATING TRAINING DATA FOR TRAINING A NEURAL NETWORK, METHOD OF TRAINING A NEURAL NETWORK AND USING NEURAL NETWORK FOR AUTONOMOUS OPERATIONS

Energy management system

System level occupancy counting in a lighting system with multiple transmitters and a single receiver

System level occupancy counting in a lighting system with a single transmitter and multiple receivers

Device and a method for image classification using a convolutional neural network

Deep learning-based variant classifier

System and method for encoding data in an image/video recognition integrated circuit solution

SYSTEM AND METHOD FOR ENCODING DATA IN AN IMAGE/VIDEO RECOGNITION INTEGRATED CIRCUIT SOLUTION

Method and apparatus for checkout based on image identification technique of convolutional neural network

AUTOMATED SCENARIO RECOGNITION AND REPORTING USING NEURAL NETWORKS

Method and apparatus for generating a chemical structure using a neural network

Method, device and computer program product for determining resource amount for dedicated processing resources

Object recognition and presentation for the visually impaired

System and method for air correction

Conversation attendant and assistant platform

Maintaining quality of customer support messages

Three-dimensional (3D) convolution with 3D batch normalization

Micro-processor circuit and method of performing neural network operation

Micro-processor circuit and method of performing neural network operation

ARCHITECTURE FOR IMPLEMENTING AN IMPROVED NETWORK

Map and environment based activation of neural networks for highly automated driving

Switchable propagation neural network

Apparatuses and methods for recognizing object and facial expression robust against change in facial expression, and apparatuses and methods for training

Vector-by-matrix multiplier modules based on non-volatile 2D and 3D memory arrays

Neural network compute tile

Neural network processing unit including approximate multiplier and system on chip including the same

VEHICLE CONTROLLER AND METHOD FOR CONTROLLING A VEHICLE

Systems and methods for rapid neural network-based image segmentation and radiopharmaceutical uptake determination

Neural member, neural network, and neurological memory

Electronic device

Method and apparatus for compressing image

Machine Learning-Based Systems and Methods of Determining User Intent Propensity from Binned Time Series Data

Operation processing circuit and recognition system

Method and apparatus for compressing neural network

Learning device, signal processing device, and learning method

SYSTEM AND METHOD FOR DYNAMIC ONLINE SEARCH RESULT GENERATION

Alternative loop limits for accessing data in multi-dimensional tensors

Real-time resource usage reduction in artificial neural networks

Multi-modal neural network for universal, online learning

Machine learning sparse computation mechanism for arbitrary neural networks, arithmetic compute microarchitecture, and sparsity for training mechanism

Communication optimizations for distributed machine learning

Compute optimization mechanism for deep neural networks

Lowering hardware for neural networks

Multiplicative recurrent neural network for fast and robust intracortical brain machine interface decoders

Programmable neuron for analog non-volatile memory in deep learning artificial neural network

Method for visualizing neural network models

Persona-driven and artificially-intelligent avatar

Fast deep neural network training

SYSTEM AND METHOD FOR RECOMMENDING FEATURES FOR CONTENT PRESENTATIONS

Simultaneous object localization and attribute classification using multitask deep neural networks

Method and apparatus for training a character detector based on weak supervision, system and medium

METHOD OF AND SYSTEM FOR GENERATING ANNOTATION VECTORS FOR DOCUMENT

SYSTEM AND METHOD FOR TUNABLE PRECISION OF DOT-PRODUCT ENGINE

TRAJECTORY PLANNER WITH DYNAMIC COST LEARNING FOR AUTONOMOUS DRIVING

Method and deep quantitative susceptibility mapping (QSM)

Real-time monitoring of hydrocarbon productions

Capture of ground truthed labels of plant traits method and system

Processing apparatus, processing method, storage medium, and encryption processing system

Processing apparatus, processing method, storage medium, and encryption processing system

Methods for fabricating artificial neural networks (ANN) based on doped semiconductor resistive random access memory (RRAM) elements

Artificial neural networks (ANN) including a resistive element based on doped semiconductor elements

ROBUST FEATURES GENERATION ARCHITECTURE FOR FRAUD MODELING

Quantization of neural network parameters

Method and apparatus for reducing the parameter density of a deep neural network (DNN)

Model calculation unit and control device for calculating a multi-layer perceptron model

Asychronous training of machine learning model

Adding deep learning based AI control

Aberrant splicing detection using convolutional neural networks (CNNs)

Neural network-assisted computer network management

Hardware architecture for simulating a neural network of neurons

On-chip communication system for neural network processors

Method, device, and system for adaptive training of machine learning models via detected in-field contextual incident timeline entry and associated located and retrieved digital audio and/or video imaging

Meta-learning system

Method, device, and system for adaptive training of machine learning models via detected in-field contextual sensor events and associated located and retrieved digital audio and/or video imaging

Cognitive state based vehicle manipulation using near-infrared image processing

Intelligent routing services and systems

Method for content search and electronic device therefor

Method and electronic device for convolution calculation in neural network

Coverage test support device and coverage test support method

System and method for using virtual machine operator model

Multiple-pipeline architecture with special number detection

Augmenting autonomous driving with remote viewer recommendation

Determination of reliability of vehicle control commands via memory test

CLASSIFIER ENSEMBLE FOR DETECTION OF ABNORMAL HEART SOUNDS

Method and system for vehicle cyber-attack event detection

Artificial intelligence based monitoring of solid state drives and dual in-line memory modules

Dynamic culling of matrix operations

Information processing apparatus, identification system, setting method, and program

Learning method, prediction method, learning device, predicting device, and storage medium

Dynamic neural network surgery

Learning and deployment of adaptive wireless communications

METHODS AND APPARATUS FOR ASYNCHRONOUS AND INTERACTIVE MACHINE LEARNING USING ATTENTION SELECTION TECHNIQUES

Deep neural network hardening framework

Multi-GPU deep learning using CPUs

Partial inference path technology in general object detection networks for efficient video processing

Convolutional neural network optimization mechanism

Scalable parameter encoding of artificial neural networks obtained via an evolutionary process

Using deep video frame prediction for training a controller of an autonomous vehicle

Fusing sparse kernels to approximate a full kernel of a convolutional neural network

Method and apparatus for recognizing image

Capturing series of events in monitoring systems

Method, electronic device and storage medium for convolution calculation in neural network

SYSTEMS AND METHODS FOR COMMENT RANKING USING NEURAL EMBEDDINGS

Reducing power consumption in a neural network environment using data management

Adaptive PID controller tuning via deep reinforcement learning

Automatic inline detection and wafer disposition system and method for automatic inline detection and wafer disposition

SYSTEMS AND METHODS FOR ESTIMATION AND PREDICTION OF BATTERY HEALTH AND PERFORMANCE

System and method for toy recognition

Echo window artifact classification and visual indicators for an ultrasound system

Techniques for predicting subsequent attacks in attack campaigns

Rendering operations using sparse volumetric data

Operations using sparse volumetric data

System and Method for Applying Artificial Intelligence and Highly Distributed Storage Systems to Human Resources Information Management

Accurate and interpretable rules for user segmentation

CLIENT SYNCHRONIZATION FOR OFFLINE EXECUTION OF NEURAL NETWORKS

Evolution of architectures for multitask neural networks

Evolutionary architectures for evolution of deep neural networks

Self-pruning neural networks for weight parameter reduction

Activation function functional block for electronic devices

Method and apparatus for generating fixed point neural network

METHOD AND APPARATUS FOR USING REFERENCE RESISTOR IN ONE-TIME PROGRAMMABLE MEMORY OF AN ARTIFICIAL INTELLIGENCE INTEGRATED CIRCUIT

Deep learning inference efficiency technology with early exit and speculative execution

Apparatus for performing convolution operations in a convolutional neural network

Computer-readable recording medium, determination method, and determination apparatus for classifying time series data

TEXT RECOGNITION USING ARTIFICIAL INTELLIGENCE

System and method of classifying an action or event

Method and system of computer graphics processing system validation for processing of encrypted image content

SYSTEMS AND METHODS FOR MULTI LANGUAGE AUTOMATED ACTION RESPONSE

System and methods for mixed-signal computing

Path prediction for a vehicle

Method and system for data communication

Intelligent camera

Inferencing and learning based on sensorimotor input data

MODEL TRAINING SYSTEM, OPERATING METHOD OF MODEL TRAINING SYSTEM AND PORTABLE ELECTRONIC DEVICE

METHODS AND APPARATUS FOR SEMANTIC KNOWLEDGE TRANSFER

Neural network applications in resource constrained environments

Neural network applications in resource constrained environments

Robust gradient weight compression schemes for deep learning applications

Neuromorphic system

Device and method for executing neural network operation

Method and apparatus for processing convolution operation in neural network using sub-multipliers

LAYER-LEVEL QUANTIZATION IN NEURAL NETWORKS

Convolutional neural network with sparse and complementary kernels

INCREASING NETWORK TRANSMISSION CAPACITY AND DATA RESOLUTION QUALITY AND COMPUTER SYSTEMS AND COMPUTER-IMPLEMENTED METHODS FOR IMPLEMENTING THEREOF

HIERARCHICAL CLASSIFICATION USING NEURAL NETWORKS

Learning and applying empirical knowledge of environments by robots

System and method for detecting objects in an image

Apparatus and method for data processing

Dynamic, variable bit-width numerical precision on field-programmable gate arrays for machine learning tasks

Machine learning training set generation

DRUG INDICATION AND RESPONSE PREDICTION SYSTEMS AND METHOD USING AI DEEP LEARNING BASED ON CONVERGENCE OF DIFFERENT CATEGORY DATA

MAPPING AND QUANTIFICATION OF INFLUENCE OF NEURAL NETWORK FEATURES FOR EXPLAINABLE ARTIFICIAL INTELLIGENCE

TRAINING NEURAL NETWORKS TO DETECT SIMILAR THREE-DIMENSIONAL OBJECTS USING FUZZY IDENTIFICATION

Method and apparatus for performing operation of convolutional layer in convolutional neural network

Vertically integrated neuro-processor

APPARATUS FOR PROCESSING CONVOLUTIONAL NEURAL NETWORK USING SYSTOLIC ARRAY AND METHOD THEREOF

METHOD AND APPARATUS FOR GENERATING ADDRESS OF DATA OF ARTIFICIAL NEURAL NETWORK

Reorganizable data processing array for neural network computing

Short depth circuits as quantum classifiers

Auto scaling a distributed predictive analytics system with machine learning

Apparatus for detecting variants of malicious code based on neural network learning, method therefor and computer readable recording medium storing program for performing the method

Language model translation and training method and apparatus

Apparatus and methods for comparing vectors

System and method for inspecting a rail using machine learning

Neural-network state-of-charge estimation

Accelerated clinical biomarker prediction (ACBP) platform

Systems and methods to check-in shoppers in a cashier-less store

Systems and methods for deep learning-based notifications

Machine learning-based subject tracking

Deep learning-based store realograms

Systems and methods for exchange of data in distributed training of machine learning algorithms

GRADIENT COMPRESSING APPARATUS, GRADIENT COMPRESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM

Entity linking via disambiguation using machine learning techniques

Feature extraction using multi-task learning

Scalable neural hardware for the noisy-OR model of Bayesian networks

TRAINING A NEURAL NETWORK MODEL

Apparatus and mechanism for processing neural network tasks using a single chip package with multiple identical dies

Information processing device and information processing method

Systems and methods for optimization of a data model network architecture for target deployment

Training a neural network to predict superpixels using segmentation-aware affinity loss

Automated resource usage configurations for deep learning neural network workloads on multi-generational computing architectures

System and method for predicting acute cardiopulmonary events and survivability of a patient

Protecting data at an object level

FILTER OPTIMIZATION TO IMPROVE COMPUTATIONAL EFFICIENCY OF CONVOLUTION OPERATIONS

Quantitative pathology analysis and diagnosis using neural networks

Intelligent recommendations implemented by modelling user profile through deep learning of multimodal user data