Systems and methods to enable continual, memory-bounded learning in artificial intelligence and deep learning continuously operating applications across networked …
M Luciw, S Olivera, A Gorshechnikov, J Wurbs… - US Patent …, 2024 - Google Patents
Abstract Lifelong Deep Neural Network (L-DNN) technology revolutionizes Deep Learning
by enabling fast, post-deployment learning without extensive training, heavy computing …
by enabling fast, post-deployment learning without extensive training, heavy computing …
Systems and methods to enable continual, memory-bounded learning in artificial intelligence and deep learning continuously operating applications across networked …
M Luciw, S Olivera, A Gorshechnikov… - US Patent App. 18 …, 2024 - Google Patents
Abstract Lifelong Deep Neural Network (L-DNN) technology revolutionizes Deep Learning
by enabling fast, post-deployment learning without extensive training, heavy computing …
by enabling fast, post-deployment learning without extensive training, heavy computing …
Systems and methods for implementing flexible, input-adaptive deep learning neural networks
US20210056357A1 - Systems and methods for implementing flexible, input-adaptive deep
learning neural networks - Google Patents US20210056357A1 - Systems and methods for …
learning neural networks - Google Patents US20210056357A1 - Systems and methods for …
Self-sufficient artificial intelligence edge devices
H Yu, CJ Torng, DH Liu - US Patent App. 16/050,679, 2020 - Google Patents
BACKGROUND [0002] Deep learning models that are trained and deployed with
convolutional neural networks (CNNs) may include many convolutional layers, pooling …
convolutional neural networks (CNNs) may include many convolutional layers, pooling …
Systems and methods for distributed training of deep learning models
D Moloney - US Patent 11,580,380, 2023 - Google Patents
US11580380B2 - Systems and methods for distributed training of deep learning models -
Google Patents US11580380B2 - Systems and methods for distributed training of deep learning …
Google Patents US11580380B2 - Systems and methods for distributed training of deep learning …
Targeted incremental growth with continual learning in deep neural networks
BACKGROUND Machine learning systems, especially deep neural networks, have been
very successful in recent years. However, many problems remain. For example, current …
very successful in recent years. However, many problems remain. For example, current …
Multi-die dot-product engine to provision large scale machine learning inference applications
C Warner, ES Lee, SR Chalamalasetti… - US Patent …, 2024 - Google Patents
Abstract Systems and methods are provided for a multi-die dot-product engine (DPE) to
provision large-scale machine learning inference applications. The multi-die DPE leverages …
provision large-scale machine learning inference applications. The multi-die DPE leverages …
Multi-die dot-product engine to provision large scale machine learning inference applications
C Warner, ES Lee, SR Chalamalasetti… - US Patent App. 18 …, 2024 - Google Patents
Abstract Systems and methods are provided for a multi-die dot-product engine (DPE) to
provision large-scale machine learning inference applications. The multi-die DPE leverages …
provision large-scale machine learning inference applications. The multi-die DPE leverages …
Methods and arrangements to manage memory in cascaded neural networks
B Choe, K Park, S Byun - US Patent 11,562,213, 2023 - Google Patents
US11562213B2 - Methods and arrangements to manage memory in cascaded neural
networks - Google Patents US11562213B2 - Methods and arrangements to manage …
networks - Google Patents US11562213B2 - Methods and arrangements to manage …
Deep learning architecture for edge computing system
V Viswanathan, S Natarajan - US Patent 11,599,376, 2023 - Google Patents
US11599376B1 - Deep learning architecture for edge computing system - Google Patents
US11599376B1 - Deep learning architecture for edge computing system - Google Patents …
US11599376B1 - Deep learning architecture for edge computing system - Google Patents …