Deep learning in label-free cell classification and machine vision extraction of particles

Systems and methods for malicious code detection

Deep learning for characterizing unseen categories

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

Reservoir computing system

Reservoir computing system

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

SEMICONDUCTOR DEVICE

Neural network processor incorporating separate control and data fabric

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

Convolutional neural network (CNN) processing method and apparatus

Fabrication methods of memory subsystem used in CNN based digital IC for AI

Buffer memory architecture for a CNN based processing unit and creation methods thereof

Generating refined object proposals using deep-learning models

Artificial neural network incorporating emphasis and focus techniques

ENTITY-CENTRIC LOG INDEXING WITH CONTEXT EMBEDDING

System and method of memory access of multi-dimensional data

MLC based magnetic random access memory used in CNN based digital IC for AI

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

Neuromorphic Digital Focal Plane Array

Methods, devices and systems for managing network video traffic

Semiconductor memory device including a memory cell with first and second transistors

Method and device for processing speech based on artificial intelligence

Quality measurement weighting of image objects

Recommendation Result Generation Method and Apparatus

Deep learning for credit controls

MODELING OF THE LATENT EMBEDDING OF MUSIC USING DEEP NEURAL NETWORK

Apparatuses and methods for operating neural networks

Methods, devices and systems for managing network video traffic

Neural Architectures and Systems and Methods of Their Translation

Image retrieval method based on variable-length deep hash learning

Processing Method Using Convolutional Neural Network, Convolutional Neural Network Learning Method, and Processing Device Including Convolutional Neural Network

Integrated artificial neuron device

CONVOLUTIONAL ARTIFICIAL NEURAL NETWORKS, SYSTEMS AND METHODS OF USE

Neural network unit that interrupts processing core upon condition

Neural network unit that interrupts processing core upon condition

Non-binary context mixing compressor/decompressor

Using different data sources for a predictive model

Risk evaluation method, computer-readable recording medium, and information processing apparatus

Unsupervised, supervised and reinforced learning via spiking computation

Method and System for Training a Digital Computational Learning System

System and method for designing efficient super resolution deep convolutional neural networks by cascade network training, cascade network trimming, and dilated convolutions

Predictive Modeling from Distributed Datasets

Method and system for predicting non-linear relationships

Surface defect detection

Video redaction method and system

Room layout estimation methods and techniques

METHOD AND APPARATUS FOR LOCATING ERRORS IN DOCUMENTS VIA DATABASE QUERIES, SIMILARITY-BASED INFORMATION RETRIEVAL AND MODELING THE ERRORS FOR ERROR RESOLUTION

Large-scale image tagging using image-to-topic embedding

Topic association and tagging for dense images

Sequence-to-sequence convolutional architecture

Model parameter combination method and apparatus

Asynchronous evaluation strategy for evolution of deep neural networks

Asynchronous deep reinforcement learning

Systems and methods of identity analysis of electrocardiograms

Information processing device and information processing method

Battery-based neural network weights

Recurrent neural network architectures which provide text describing images

Spiking neural network

Battery-based neural network weights

Transposing neural network matrices in hardware

Battery-based neural network weights

Depth concatenation using a matrix computation unit

Graph partitioning and placement for multi-chip neurosynaptic networks

Battery-based neural network weights

Deep-learning network architecture for object detection

Object recognition for bottom of basket detection using neural network

Media unit retrieval and related processes

Electronic apparatus for compressing language model, electronic apparatus for providing recommendation word and operation methods thereof

System and method for occluding contour detection

Multi optically-coupled channels module and related methods of computation

Robot system, measurement data processing device and measurement data processing method for picking out workpiece using measurement data corrected by means of machine learning

Drone terrain surveillance with camera and radar sensor fusion for collision avoidance

Image analysis neural network systems

Methods and apparatus to perform multi-level hierarchical demographic classification

Connectionist temporal classification using segmented labeled sequence data

Offline combination of convolutional/deconvolutional and batch-norm layers of convolutional neural network models for autonomous driving vehicles

Resistive processing unit with hysteretic updates for neural network training

Arithmetic processing apparatus and control method therefor

Artificial Intelligence Digital Agent

CHURN PREDICTION USING STATIC AND DYNAMIC FEATURES

Trajectory generation and execution architecture

Method and apparatus of neural network based processing in video coding

Optimized recommendation engine

Modifying computational graphs

Neural network processing with the neural network model pinned to on-chip memories of hardware nodes

Multi-function unit for programmable hardware nodes for neural network processing

Neural network processing with chained instructions

Hardware node with position-dependent memories for neural network processing

Information processing apparatus, image recognition apparatus, and parameter setting method for convolutional neural network

Battery-based neural network weights

Deep convolutional neural network acceleration and compression method based on parameter quantification

Battery-based neural network weights

Planning system and method for controlling operation of an autonomous vehicle to navigate a planned path

Hardware node with matrix-vector multiply tiles for neural network processing

DATA BLOCKS MIGRATION

ISOLATION MANAGEMENT SYSTEM AND ISOLATION MANAGEMENT METHOD

Convolutional neural network for segmentation of medical anatomical images

ARTIFICIAL COGNITIVE DECLARATIVE-BASED MEMORY MODEL TO DYNAMICALLY STORE, RETRIEVE, AND RECALL DATA DERIVED FROM AGGREGATE DATASETS

Neuromorphic device including a synapse having a variable resistor and a transistor connected in parallel with each other

Processing artificial neural network weights

Systems and methods of analyte measurement analysis

Digital assistant and associated methods for a transportation vehicle

Neural network applications in resource constrained environments

Neural network applications in resource constrained environments

Automated accuracy-oriented model optimization system for critical dimension metrology

Pooling operation device and method for convolutional neural network

Neuromorphic system and memory device having stacked synapse elements connected in parallel

VARIABLE WORD LENGTH NEURAL NETWORK ACCELERATOR CIRCUIT

Implementing neural networks in fixed point arithmetic computing systems

Sensory information providing apparatus, video analysis engine, and method thereof

Dialogue system, a dialogue method and a method of adapting a dialogue system

Method for estimating the angular position of a rotor of an electric drive system

Dynamic and static image processing method and system

Optimization of integrated circuit mask design

SYSTEMS AND METHODS FOR PREDICTION OF OCCUPANCY IN BUILDINGS

Hyper aware logic apparatus and method to create an agent of consciousness and intent for devices and machines

Domain-specific stopword removal from unstructured computer text using a neural network

Voltage controlled highly linear resistive elements

Neuromorphic device including a synapse having a plurality of synapse cells

Voltage controlled highly linear resistive elements

Deep receptive field networks

Neural network unit

REDUCING CURTAILMENT OF WIND POWER GENERATION

Reducing curtailment of wind power generation

Anomaly detection based on relationships between multiple time series

System and methods for image segmentation using convolutional neural network

Leveraging machine learning to predict user generated content

Memory efficient convolution operations in deep learning neural networks

SOLAR POWER FORECASTING WITH VOLUMETRIC CONVOLUTIONAL NEURAL NETWORK

Secure probabilistic analytics using homomorphic encryption

Secure probabilistic analytics using an encrypted analytics matrix

Secure analytics using an encrypted analytics matrix

Secure analytics using homomorphic encryption

End-to-end secure operations from a natural language expression

End-to-end secure operations using a query matrix

Semiconductor device and electronic device including the semiconductor device

Neuromorphic arithmetic device

Providing transposable access to a synapse array using a recursive array layout

System, method and article of manufacture for synchronization-free transmittal of neuron values in a hardware artificial neural networks

Automated methods for conversions to a lower precision data format

System and method for detecting objects in an image

System to enforce privacy in images on an ad-hoc basis

Neural network having input and hidden layers of equal units

Dynamic-length stateful tensor array

Optimizing data center controls using neural networks

COMPRESSED NEURAL NETWORK SYSTEM USING SPARSE PARAMETERS AND DESIGN METHOD THEREOF

Dynamic gating using neuromorphic hardware

Cognitive-emotional conversational interaction system

Identifying constructive sub-dialogues

Predicting spreadsheet properties

Adaptive confidence calibration for real-time swarm intelligence systems

System and Method for Avoiding Interference with a Bus

System and method for magnetic resonance fingerprinting using neural networks trained with sparsely sampled dictionaries

Externally informed counterfactual prediction

CONVOLUTIONAL NEURAL NETWORK SYSTEM HAVING BINARY PARAMETER AND OPERATION METHOD THEREOF

Area-efficient, reconfigurable, energy-efficient, speed-efficient neural network substrate

Generating and identifying functional subnetworks within structural networks

Neural network instruction set architecture

Methods and apparatus for matrix processing in a convolutional neural network

Methods, apparatuses, and systems for reconstruction-free image recognition from compressive sensors

Image upsampling system, training method thereof and image upsampling method

Learning document embeddings with convolutional neural network architectures

INSPECTION DEVICES AND METHODS FOR DETECTING A FIREARM IN A LUGGAGE

Determining a road surface characteristic

Single-frame autofocusing using multi-LED illumination

MODELING AND LEARNING CHARACTER TRAITS AND MEDICAL CONDITION BASED ON 3D FACIAL FEATURES

System and method of encoding and decoding feature maps and weights for a convolutional neural network

Machine learning based model localization system

Distributed convolution for neural networks

Neural network unit with segmentable array width rotator and re-shapeable weight memory to match segment width to provide common weights to multiple rotator segments

Device and method for improving processing speed of neural network

Neural network processor

Structural descriptions for neurosynaptic networks

CONVOLUTION CIRCUIT, APPLICATION PROCESSOR INCLUDING THE SAME, AND OPERATING METHOD THEREOF

Configurable accelerator framework including a stream switch having a plurality of unidirectional stream links

Hardware accelerator engine

Neural network unit with segmentable array width rotator

Neural network unit with re-shapeable memory

Method and apparatus for supporting machine learning algorithms and data pattern matching in ethernet SSD

Determining context-aware distances using deep neural networks

Neural network unit with segmentable array width rotator

Scalable free-running neuromorphic computer

Neural network with reconfigurable sparse connectivity and online learning

Determining semantically diverse responses for providing as suggestions for inclusion in electronic communications

System for simplified generation of systems for broad area geospatial object detection

Tool to create a reconfigurable interconnect framework

Suggesting captions for content

Deep convolutional network heterogeneous architecture

Reconfigurable interconnect

Method and device for extracting speech feature based on artificial intelligence

System and method for enhancing target tracking via detector and tracker fusion for unmanned aerial vehicles

Depth sensor noise

Information estimation apparatus and information estimation method

Sparsified Training of Convolutional Neural Networks

Data processing device using neural network, electronic component, and electronic device

Generating an output for a neural network output layer

Reduced complexity convolution for convolutional neural networks

Neuromorphic device including a synapse array with inverting circuits

Convolutional neural network system and operation method thereof

Unconstrained appearance-based gaze estimation

Search method and device for asking type query based on deep question and answer

Arithmetic processing device and control method of the arithmetic processing device

Temporally encoding a static spatial image

Adaptive compression based on content

Deep learning based adaptive arithmetic coding and codelength regularization

Deep learning based on image encoding and decoding

Autoencoding image residuals for improving upsampled images

ROOT CAUSE ANALYSIS FOR SEQUENCES OF DATACENTER STATES

Using generative adversarial networks in compression

Method for training an artificial neural network by scaling activation values

Estimating cardinality selectivity utilizing artificial neural networks

Data compression for machine learning tasks

Recognition method and apparatus

Hardware accelerator for compressed LSTM

SELF-LEARNING FOR NEURAL NETWORK ARRAYS

SPARSE CODING USING NEUROMORPHIC COMPUTING

Generating an output for a neural network output layer

COMPUTATION DEVICES AND ARTIFICIAL NEURONS BASED ON NANOELECTROMECHANICAL SYSTEMS

Method of training neural network, and recognition method and apparatus using neural network

Method and electronic device for providing text-related image

Enhanced coding efficiency with progressive representation

Duplicate and similar bug report detection and retrieval using neural networks

Movable object and control method thereof

Movable object and method for controlling the same

Synthetic air data output generation

Electronic apparatus for determining a dangerous situation of a vehicle and method of operating the same

Method of Analysis of Visualised Data

Method of automatically detecting microaneurysm based on multi-sieving convolutional neural network

DEEP NEURAL NETWORK COMPRESSION APPARATUS AND METHOD

Performing average pooling in hardware

Three-dimensional neural network array

Information processing device and information processing method

EMOTION CONTROL SYSTEM, SYSTEM, AND PROGRAM

Neural network architectures for linking biological sequence variants based on molecular phenotype, and systems and methods therefor

Computation devices and artificial neurons based on nanoelectromechanical systems

Systems and methods for cyber-attack detection at sample speed

Synthesizing training data for broad area geospatial object detection

System and method for layer-wise training of deep neural networks

Method and device for a computerized mechanical device

Probabilistic matrix factorization for automated machine learning

Processor with memory array operable as either cache memory or neural network unit memory

HIGH-DENSITY NEURAL NETWORK ARRAY

Vehicle classification using a recurrent neural network (RNN)

Neural network unit with memory layout to perform efficient 3-dimensional convolutions

Neural network unit with neural memory and array of neural processing units that collectively perform multi-word distance rotates of row of data received from neural memory

System and computer-based method for simulating a human-like control behaviour in an environmental context

Convolution Layers Used Directly For Feature Extraction With A CNN Based Integrated Circuit

Target detection method and apparatus

Block floating point for neural network implementations

Deep image localization

DATA ANALYSIS METHOD, SYSTEM AND NON-TRANSITORY COMPUTER READABLE MEDIUM

Long-term memory networks for knowledge extraction from text and publications

Convolutional neural network (CNN) system based on resolution-limited small-scale CNN modules

Convolution processing apparatus and method

Age and gender estimation using small-scale convolutional neural network (CNN) modules for embedded systems

Face detection using small-scale convolutional neural network (CNN) modules for embedded systems

Searching method and searching apparatus based on neural network and search engine

Data input system with online learning

Deep learning medical systems and methods for image acquisition

Deep learning medical systems and methods for medical procedures

Methods and systems for predicting DNA accessibility in the pan-cancer genome

DISTRIBUTED CLINICAL WORKFLOW TRAINING OF DEEP LEARNING NEURAL NETWORKS

Mirror deep neural networks that regularize to linear networks

Active Learning Method for Training Artificial Neural Networks

SEMICONDUCTOR CELL CONFIGURED TO PERFORM LOGIC OPERATIONS

Nano-biomimetic MEMS-transformer devices of making and an application in energy-sensory images thereto

Classification method, classification module and computer program product using the same

Deep learning medical systems and methods for image reconstruction and quality evaluation

Object recognition method and apparatus based on weakly supervised learning

Storage device including nonvolatile memory device and access method for nonvolatile memory device

Systems and methods for estimation and prediction of battery health and performance

Logic semiconductor device

Method for analysing medical treatment data based on deep learning and intelligence analyser thereof

View synthesis using deep convolutional neural networks

Parsimonious inference on convolutional neural networks

CONVOLUTION OPERATION DEVICE AND CONVOLUTION OPERATION METHOD

Convolution operation device and convolution operation method

Efficient convolutional neural networks and techniques to reduce associated computational costs

Denoiser, and control method thereof

Joint learning of local and global features for entity linking via neural networks

Recognition and training method and apparatus

Method, device and permanent storage memory for detecting drilling and/or hydraulic fracturing of hydrocarbon wells

System and method for classifying and segmenting microscopy images with deep multiple instance learning

Method for correction of the eyes image using machine learning and method for machine learning

Systems and methods for automatically generating code for deep learning systems

Video security system using a Siamese reconstruction convolutional neural network for pose-invariant face recognition

Visual processing using temporal and spatial interpolation

Interpolating visual data

Enhancing visual data using strided convolutions

Enhancement of visual data