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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
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
Information
Patent Grant
Dynamic processing element array expansion
Patent number
11,568,238
Issue date
Jan 31, 2023
Amazon Technologies, Inc.
Randy Renfu Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Allocation and placement of resources for network computation
Patent number
11,561,833
Issue date
Jan 24, 2023
Amazon Technologies, Inc.
Richard John Heaton
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Workload reduction for non-maximum suppression operation
Patent number
11,562,554
Issue date
Jan 24, 2023
Amazon Technologies, Inc.
Abinash Mohanty
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Emulating fine-grained sparsity in a systolic array
Patent number
11,500,962
Issue date
Nov 15, 2022
Amazon Technologies, Inc.
Paul Gilbert Meyer
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Processing for multiple input data sets
Patent number
11,475,306
Issue date
Oct 18, 2022
Amazon Technologies, Inc.
Dana Michelle Vantrease
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Compilation time reduction for memory and compute bound neural netw...
Patent number
11,461,662
Issue date
Oct 4, 2022
Amazon Technologies, Inc.
Hongbin Zheng
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Scheduling neural network computations based on memory capacity
Patent number
11,461,631
Issue date
Oct 4, 2022
Amazon Technologies, Inc.
Dana Michelle Vantrease
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Dense digital arithmetic circuitry utilization for fixed-point mach...
Patent number
11,416,736
Issue date
Aug 16, 2022
Intel Corporation
Kevin Nealis
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Hardware implementation of mathematical functions
Patent number
11,314,842
Issue date
Apr 26, 2022
Amazon Technologies, Inc.
Ron Diamant
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Neural network layer-by-layer debugging
Patent number
11,308,396
Issue date
Apr 19, 2022
Amazon Technologies, Inc.
Jindrich Zejda
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Registers for restricted memory
Patent number
11,294,599
Issue date
Apr 5, 2022
Amazon Technologies, Inc.
Ron Diamant
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Flexible weight expansion
Patent number
11,263,517
Issue date
Mar 1, 2022
Amazon Technologies, Inc.
Ron Diamant
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Circuit architecture with biased randomization
Patent number
11,250,319
Issue date
Feb 15, 2022
Amazon Technologies, Inc.
Randy Huang
G06 - COMPUTING CALCULATING COUNTING
Information
Patent Grant
Debug for computation networks using error detection codes
Patent number
11,232,016
Issue date
Jan 25, 2022
Amazon Technologies, Inc.
Jeffrey T. Huynh
G06 - COMPUTING CALCULATING COUNTING
Patents Applications
last 30 patents
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
Information
Patent Application
Dense Digital Arithmetic Circuitry Utilization for Fixed-Point Mach...
Publication number
20180307975
Publication date
Oct 25, 2018
Intel Corporation
Kevin Nealis
G06 - COMPUTING CALCULATING COUNTING