Inventor
RICHARD JOHN HEATON
Inventor
US
Overview
Patents· 24 as inventor
Public. Assignee & technology derived from the patent record. Each patent links to its LexDana page.
G06Nprimary
G06NComputing arrangements based on specific computational models60%
G06FElectric digital data processing40%
PatentTitleYear
12,518,167Neural network training in a distributed system202612,443,823Neural network processing based on subgraph recognition202512,321,849Performing hardware operator fusion202512,205,013Accelerated convolution of neural networks202512,198,041Efficient utilization of processing element array202512,182,688Hierarchical partitioning of operators202412,093,806Static memory allocation for neural network inference202412,093,801Neural network processing based on subgraph recognition202412,079,734Compilation time reduction for memory and compute bound neural networks202412,073,199Reducing computation in neural networks using self-modifying code202412,008,469Acceleration of neural networks with stacks of convolutional layers202411,941,528Neural network training in a distributed system202411,875,247Input batching with serial dynamic memory access202411,868,895Dynamic processing element array expansion202411,809,981Performing hardware operator fusion202311,741,350Efficient utilization of processing element array202311,714,992Neural network processing based on subgraph recognition202311,687,761Improper neural network input detection and handling202311,568,238Dynamic processing element array expansion202311,561,833Allocation and placement of resources for network computation202311,531,578Profiling and debugging for remote neural network execution202211,461,662Compilation time reduction for memory and compute bound neural networks202211,188,302Top value computation on an integrated circuit device202111,182,314Low latency neural network model loading2021Career & activity timeline
Assembled from patent assignee/location history and declaration credentials.
2021–2026Patents assigned to AMAZON TECH INC (24)· patent assignee history
2021Patents assigned to AMAZON TECHAOLOGIES INC (1)· patent assignee history
2021–2026Based in US· patent location history
Inventor activity
Assignee and location history derived from the patent record.
Assignees
| Assignee | Patents | Span |
|---|---|---|
| AMAZON TECH INC | 24 | 2021–2026 |
| AMAZON TECHAOLOGIES INC | 1 | 2021 |
Locations
| Location | Patents | Span |
|---|---|---|
| US | 24 | 2021–2026 |