Assignee

D5AI LLC

US64 patents

Top patents by PatentIndex Score

US10929757B2Feb 23, 2021

Creating and training a second nodal network to perform a subtask of a primary nodal network

D5AI LLC55 citations98

US10679129B2Jun 9, 2020

Directly connecting nodes of different copies on an unrolled recursive neural network

D5AI LLC3 citations84

US11074506B2Jul 27, 2021

Estimating the amount of degradation with a regression objective in deep learning

D5AI LLC4 citations84

US10885470B2Jan 5, 2021

Selective training for decorrelation of errors

D5AI LLC7 citations84

US10839294B2Nov 17, 2020

Soft-tying nodes of a neural network

D5AI LLC7 citations84

US12423586B2Sep 23, 2025

Training nodes of a neural network to be decisive

D5AI LLC1 citations75

US12248882B2Mar 11, 2025

Locating a decision boundary for complex classifier

D5AI LLC1 citations75

US11915152B2Feb 27, 2024

Learning coach for machine learning system

D5AI LLC6 citations75

US11321612B2May 3, 2022

Self-organizing partially ordered networks and soft-tying learned parameters, such as connection weights

D5AI LLC6 citations75

US11270188B2Mar 8, 2022

Joint optimization of ensembles in deep learning

D5AI LLC6 citations75

US11836600B2Dec 5, 2023

Targeted incremental growth with continual learning in deep neural networks

D5AI LLC2 citations73

US11741340B2Aug 29, 2023

Data-dependent node-to-node knowledge sharing by regularization in deep learning

D5AI LLC3 citations73

US11687788B2Jun 27, 2023

Generating synthetic data examples as interpolation of two data examples that is linear in the space of relative scores

D5AI LLC1 citations73

US11562246B2Jan 24, 2023

Asynchronous agents with learning coaches and structurally modifying deep neural networks without performance degradation

D5AI LLC2 citations73

US11531900B2Dec 20, 2022

Imitation learning for machine learning systems with synthetic data generators

D5AI LLC1 citations73

US11461661B2Oct 4, 2022

Stochastic categorical autoencoder network

D5AI LLC2 citations73

US11386330B2Jul 12, 2022

Learning coach for machine learning system

D5AI LLC2 citations73

US11361758B2Jun 14, 2022

Multi-stage machine learning and recognition

D5AI LLC5 citations73

US11354578B2Jun 7, 2022

Mixture of generators model

D5AI LLC2 citations73

US11295210B2Apr 5, 2022

Asynchronous agents with learning coaches and structurally modifying deep neural networks without performance degradation

D5AI LLC1 citations73

US11222288B2Jan 11, 2022

Building deep learning ensembles with diverse targets

D5AI LLC3 citations73

US11195097B2Dec 7, 2021

Building ensembles for deep learning by parallel data splitting

D5AI LLC3 citations73

US11093830B2Aug 17, 2021

Stacking multiple nodal networks

D5AI LLC3 citations73

US11074502B2Jul 27, 2021

Efficiently building deep neural networks

D5AI LLC4 citations73

US11010670B2May 18, 2021

Building a deep neural network with diverse strata

D5AI LLC5 citations73

US10922587B2Feb 16, 2021

Analyzing and correcting vulnerabilities in neural networks

D5AI LLC5 citations73

US12271821B2Apr 8, 2025

Training an autoencoder with a classifier

D5AI LLC0 citations63

US12242965B2Mar 4, 2025

Deep learning with judgment

D5AI LLC0 citations63

US12061986B2Aug 13, 2024

Adding a split detector compound node to a deep neural network

D5AI LLC0 citations63

US11847566B2Dec 19, 2023

Deep learning with judgment

D5AI LLC0 citations63

US11836624B2Dec 5, 2023

Deep learning with judgment

D5AI LLC0 citations63

US11797852B2Oct 24, 2023

Deep learning with judgment

D5AI LLC0 citations63

US11790235B2Oct 17, 2023

Deep neural network with compound node functioning as a detector and rejecter

D5AI LLC0 citations63

US11755912B2Sep 12, 2023

Controlling distribution of training data to members of an ensemble

D5AI LLC0 citations63

US11615315B2Mar 28, 2023

Controlling distribution of training data to members of an ensemble

D5AI LLC0 citations63

US11392832B2Jul 19, 2022

Asynchronous agents with learning coaches and structurally modifying deep neural networks without performance degradation

D5AI LLC0 citations63

US11074505B2Jul 27, 2021

Multi-objective generators in deep learning

D5AI LLC0 citations63

US12585916B2Mar 24, 2026

Predictive modeling for dependency configuration in knowledge-augmented neural networks

D5AI LLC0 citations62

US12579408B2Mar 17, 2026

Adaptively training of neural networks via an intelligent learning management system

D5AI LLC0 citations62

US12430559B2Sep 30, 2025

Accelerated training of a neural network via regularization

D5AI LLC0 citations62

Showing the top 50 of 64 patents by PatentIndex Score.

D5AI LLC

Top patents by PatentIndex Score

Creating and training a second nodal network to perform a subtask of a primary nodal network

Stochastic categorical autoencoder network

Imitation training for machine learning systems with synthetic data generators

Counter-tying nodes of a nodal network

Iterative training of a nodal network with data influence weights

Merging multiple nodal networks

Knowledge sharing for machine learning systems

Self-supervised back propagation for deep learning

Aligned training of deep networks

Data splitting by gradient direction for neural networks

Self-organizing partially ordered networks

Directly connecting nodes of different copies on an unrolled recursive neural network

Estimating the amount of degradation with a regression objective in deep learning

Selective training for decorrelation of errors

Soft-tying nodes of a neural network

Training nodes of a neural network to be decisive

Locating a decision boundary for complex classifier

Learning coach for machine learning system

Self-organizing partially ordered networks and soft-tying learned parameters, such as connection weights

Joint optimization of ensembles in deep learning

Targeted incremental growth with continual learning in deep neural networks

Data-dependent node-to-node knowledge sharing by regularization in deep learning

Generating synthetic data examples as interpolation of two data examples that is linear in the space of relative scores

Asynchronous agents with learning coaches and structurally modifying deep neural networks without performance degradation

Imitation learning for machine learning systems with synthetic data generators

Stochastic categorical autoencoder network

Learning coach for machine learning system

Multi-stage machine learning and recognition

Mixture of generators model

Asynchronous agents with learning coaches and structurally modifying deep neural networks without performance degradation

Building deep learning ensembles with diverse targets

Building ensembles for deep learning by parallel data splitting

Stacking multiple nodal networks

Efficiently building deep neural networks

Building a deep neural network with diverse strata

Analyzing and correcting vulnerabilities in neural networks

Training an autoencoder with a classifier

Deep learning with judgment

Adding a split detector compound node to a deep neural network

Deep learning with judgment

Deep learning with judgment

Deep learning with judgment

Deep neural network with compound node functioning as a detector and rejecter

Controlling distribution of training data to members of an ensemble

Controlling distribution of training data to members of an ensemble

Asynchronous agents with learning coaches and structurally modifying deep neural networks without performance degradation

Multi-objective generators in deep learning

Predictive modeling for dependency configuration in knowledge-augmented neural networks

Adaptively training of neural networks via an intelligent learning management system

Accelerated training of a neural network via regularization