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Randy R. Huang
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Morgan Hill, CA, US
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Patents Grants
last 30 patents
Information
Patent Grant
Accelerated convolution of neural networks
Patent number
12,205,013
Issue date
Jan 21, 2025
Amazon Technologies, Inc.
Thiam Khean Hah
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Efficient utilization of processing element array
Patent number
12,198,041
Issue date
Jan 14, 2025
Amazon Technologies, Inc.
Jeffrey T. Huynh
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Fine-grained sparsity computations in systolic array
Patent number
12,182,695
Issue date
Dec 31, 2024
Amazon Technologies, Inc.
Paul Gilbert Meyer
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Hierarchical partitioning of operators
Patent number
12,182,688
Issue date
Dec 31, 2024
Amazon Technologies, Inc.
Animesh Jain
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Dropout layer in a neural network processor
Patent number
12,159,218
Issue date
Dec 3, 2024
Amazon Technologies, Inc.
Jiading Gai
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Emulating fine-grained sparsity in a systolic array
Patent number
12,130,885
Issue date
Oct 29, 2024
Amazon Technologies, Inc.
Paul Gilbert Meyer
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Neural network training under memory restraint
Patent number
12,106,222
Issue date
Oct 1, 2024
Amazon Technologies, Inc.
Sudipta Sengupta
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Neural network processing based on subgraph recognition
Patent number
12,093,801
Issue date
Sep 17, 2024
Amazon Technologies, Inc.
Richard John Heaton
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Static memory allocation for neural network inference
Patent number
12,093,806
Issue date
Sep 17, 2024
Amazon Technologies, Inc.
Jindrich Zejda
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Compilation time reduction for memory and compute bound neural netw...
Patent number
12,079,734
Issue date
Sep 3, 2024
Amazon Technologies, Inc.
Hongbin Zheng
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Reducing computation in neural networks using self-modifying code
Patent number
12,073,199
Issue date
Aug 27, 2024
Amazon Technologies, Inc.
Vignesh Vivekraja
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Processing for multiple input data sets in a multi-layer neural net...
Patent number
12,067,492
Issue date
Aug 20, 2024
Amazon Technologies, Inc.
Dana Michelle Vantrease
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Acceleration of neural networks with stacks of convolutional layers
Patent number
12,008,469
Issue date
Jun 11, 2024
Amazon Technologies, Inc.
Thiam Khean Hah
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Processor with control flow
Patent number
12,008,466
Issue date
Jun 11, 2024
Amazon Technologies, Inc.
Randy Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Circuit architecture with biased randomization
Patent number
11,960,997
Issue date
Apr 16, 2024
Amazon Technologies, Inc.
Randy Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Speculative training using partial gradients update
Patent number
11,948,352
Issue date
Apr 2, 2024
Amazon Technologies, Inc.
Patricio Kaplan
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Neural network training in a distributed system
Patent number
11,941,528
Issue date
Mar 26, 2024
Amazon Technologies, Inc.
Vignesh Vivekraja
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Dynamic processing element array expansion
Patent number
11,868,895
Issue date
Jan 9, 2024
Amazon Technologies, Inc.
Randy Renfu Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Executing sublayers of a fully-connected layer
Patent number
11,868,878
Issue date
Jan 9, 2024
Amazon Technologies, Inc.
Randy Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Data selection circuit
Patent number
11,868,875
Issue date
Jan 9, 2024
Amazon Technologies, Inc.
Ron Diamant
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Global modulo allocation in neural network compilation
Patent number
11,809,849
Issue date
Nov 7, 2023
Amazon Technologies, Inc.
Hongbin Zheng
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Performing hardware operator fusion
Patent number
11,809,981
Issue date
Nov 7, 2023
Amazon Technologies, Inc.
Animesh Jain
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Fine-grained sparsity computations in systolic array
Patent number
11,803,736
Issue date
Oct 31, 2023
Amazon Technologies, Inc.
Paul Gilbert Meyer
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Processing for multiple input data sets
Patent number
11,797,853
Issue date
Oct 24, 2023
Amazon Technologies, Inc.
Dana Michelle Vantrease
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Efficient utilization of processing element array
Patent number
11,741,350
Issue date
Aug 29, 2023
Amazon Technologies, Inc.
Jeffrey T. Huynh
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Multi-memory on-chip computational network
Patent number
11,741,345
Issue date
Aug 29, 2023
Amazon Technologies, Inc.
Randy Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Neural network processing based on subgraph recognition
Patent number
11,714,992
Issue date
Aug 1, 2023
Amazon Technologies, Inc.
Richard John Heaton
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Improper neural network input detection and handling
Patent number
11,687,761
Issue date
Jun 27, 2023
Amazon Technologies, Inc.
Randy Renfu Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Neural network training under memory restraint
Patent number
11,610,128
Issue date
Mar 21, 2023
Amazon Technologies, Inc.
Sudipta Sengupta
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Neural network operation reordering for parallel execution
Patent number
11,567,778
Issue date
Jan 31, 2023
Amazon Technologies, Inc.
Jeffrey T. Huynh
G06 - COMPUTING CALCULATING COUNTING
Patents Applications
last 30 patents
Information
Patent Application
NEURAL NETWORK TRAINING IN A DISTRIBUTED SYSTEM
Publication number
20240232630
Publication date
Jul 11, 2024
AMAZON TECHNOLOGIES, INC.
Vignesh Vivekraja
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
IMPROPER NEURAL NETWORK INPUT DETECTION AND HANDLING
Publication number
20240020514
Publication date
Jan 18, 2024
AMAZON TECHNOLOGIES, INC.
Randy Renfu Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
EFFICIENT UTILIZATION OF PROCESSING ELEMENT ARRAY
Publication number
20230359876
Publication date
Nov 9, 2023
AMAZON TECHNOLOGIES, INC.
Jeffrey T. Huynh
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
PROCESSING FOR MULTIPLE INPUT DATA SETS
Publication number
20230351186
Publication date
Nov 2, 2023
AMAZON TECHNOLOGIES, INC.
Dana Michelle Vantrease
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
MULTI-MEMORY ON-CHIP COMPUTATIONAL NETWORK
Publication number
20230334294
Publication date
Oct 19, 2023
AMAZON TECHNOLOGIES, INC.
Randy Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
NEURAL NETWORK TRAINING UNDER MEMORY RESTRAINT
Publication number
20230196113
Publication date
Jun 22, 2023
Amazon Technologies,Inc
Sudipta Sengupta
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
DYNAMIC PROCESSING ELEMENT ARRAY EXPANSION
Publication number
20230153620
Publication date
May 18, 2023
AMAZON TECHNOLOGIES, INC.
Randy Renfu Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
MIXING SPARSITY COMPRESSION
Publication number
20230100930
Publication date
Mar 30, 2023
AMAZON TECHNOLOGIES, INC.
Xiaodan Tan
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
PROCESSING FOR MULTIPLE INPUT DATA SETS
Publication number
20230014783
Publication date
Jan 19, 2023
AMAZON TECHNOLOGIES, INC.
Dana Michelle Vantrease
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
SPECULATIVE TRAINING USING PARTIAL GRADIENTS UPDATE
Publication number
20210304008
Publication date
Sep 30, 2021
AMAZON TECHNOLOGIES, INC.
Patricio Kaplan
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
NEURAL NETWORK TRAINING UNDER MEMORY RESTRAINT
Publication number
20210304010
Publication date
Sep 30, 2021
AMAZON TECHNOLOGIES, INC.
Sudipta Sengupta
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
NEURAL NETWORK OPERATION REORDERING FOR PARALLEL EXECUTION
Publication number
20210247984
Publication date
Aug 12, 2021
AMAZON TECHNOLOGIES, INC.
Jeffrey T. Huynh
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
HIERARCHICAL PARTITIONING OF OPERATORS
Publication number
20210158131
Publication date
May 27, 2021
AMAZON TECHNOLOGIES, INC.
Animesh Jain
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
EFFICIENT UTILIZATION OF PROCESSING ELEMENT ARRAY
Publication number
20210158132
Publication date
May 27, 2021
AMAZON TECHNOLOGIES, INC.
Jeffrey T. Huynh
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
NEURAL NETWORK TRAINING IN A DISTRIBUTED SYSTEM
Publication number
20210097396
Publication date
Apr 1, 2021
AMAZON TECHNOLOGIES, INC.
Vignesh Vivekraja
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
MULTI-MEMORY ON-CHIP COMPUTATIONAL NETWORK
Publication number
20210019600
Publication date
Jan 21, 2021
AMAZON TECHNOLOGIES, INC.
Randy Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
DYNAMIC PROCESSING ELEMENT ARRAY EXPANSION
Publication number
20200410337
Publication date
Dec 31, 2020
AMAZON TECHNOLOGIES, INC.
Randy Renfu Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
NEURAL NETWORK LAYER-BY-LAYER DEBUGGING
Publication number
20200410354
Publication date
Dec 31, 2020
AMAZON TECHNOLOGIES, INC.
Jindrich Zejda
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
NEURAL NETWORK OPERATION REORDERING FOR PARALLEL EXECUTION
Publication number
20200409717
Publication date
Dec 31, 2020
AMAZON TECHNOLOGIES, INC.
Jeffrey T. Huynh
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
REDUCING COMPUTATION IN NEURAL NETWORKS USING SELF-MODIFYING CODE
Publication number
20200387799
Publication date
Dec 10, 2020
AMAZON TECHNOLOGIES, INC.
Vignesh Vivekraja
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
ACCELERATED QUANTIZED MULTIPLY-AND-ADD OPERATIONS
Publication number
20200293284
Publication date
Sep 17, 2020
AMAZON TECHNOLOGIES, INC.
Dana Michelle Vantrease
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
IMPROPER NEURAL NETWORK INPUT DETECTION AND HANDLING
Publication number
20200184245
Publication date
Jun 11, 2020
AMAZON TECHNOLOGIES, INC.
Randy Renfu Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
ACCELERATED QUANTIZED MULTIPLY-AND-ADD OPERATIONS
Publication number
20190294413
Publication date
Sep 26, 2019
AMAZON TECHNOLOGIES, INC.
Dana Michelle Vantrease
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
SCHEDULING NETWORK COMPUTATIONS
Publication number
20190294959
Publication date
Sep 26, 2019
AMAZON TECHNOLOGIES, INC.
Dana Michelle Vantrease
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
PROCESSING FOR MULTIPLE INPUT DATA SETS
Publication number
20190294968
Publication date
Sep 26, 2019
AMAZON TECHNOLOGIES, INC.
Dana Michelle Vantrease
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
ON-CHIP COMPUTATIONAL NETWORK
Publication number
20190180183
Publication date
Jun 13, 2019
AMAZON TECHNOLOGIES, INC.
Ron Diamant
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
MULTI-MEMORY ON-CHIP COMPUTATIONAL NETWORK
Publication number
20190180170
Publication date
Jun 13, 2019
AMAZON TECHNOLOGIES, INC.
Randy Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
FAST CONTEXT SWITCHING FOR COMPUTATIONAL NETWORKS
Publication number
20190179795
Publication date
Jun 13, 2019
AMAZON TECHNOLOGIES, INC.
Randy Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
SYSTEMS AND METHODS FOR IMPLEMENTING LEARNED PARAMETER SYSTEMS ON A...
Publication number
20180307783
Publication date
Oct 25, 2018
Intel Corporation
Thiam Khean Hah
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Application
STATICALLY-SCHEDULABLE FEED AND DRAIN STRUCTURE FOR SYSTOLIC ARRAY...
Publication number
20180307438
Publication date
Oct 25, 2018
Intel Corporation
Randy Huang
G06 - COMPUTING CALCULATING COUNTING