Inventor
HEATON RICHARD JOHN
US27 patents
Patents
27 patentsUS11561833B1Jan 24, 2023
Allocation and placement of resources for network computation
AMAZON TECH INC26 citations94
US10956584B1Mar 23, 2021
Secure data processing
AMAZON TECH INC42 citations94
US12093806B1Sep 17, 2024
Static memory allocation for neural network inference
AMAZON TECH INC11 citations86
US11714992B1Aug 1, 2023
Neural network processing based on subgraph recognition
AMAZON TECH INC6 citations86
US11182314B1Nov 23, 2021
Low latency neural network model loading
AMAZON TECH INC10 citations85
US11809981B1Nov 7, 2023
Performing hardware operator fusion
AMAZON TECH INC6 citations84
US11875247B1Jan 16, 2024
Input batching with serial dynamic memory access
AMAZON TECH INC6 citations75
US11868895B2Jan 9, 2024
Dynamic processing element array expansion
AMAZON TECH INC4 citations75
US12518167B1Jan 6, 2026
Neural network training in a distributed system
AMAZON TECH INC2 citations74
US12008469B1Jun 11, 2024
Acceleration of neural networks with stacks of convolutional layers
AMAZON TECH INC5 citations74
US11741350B2Aug 29, 2023
Efficient utilization of processing element array
AMAZON TECH INC5 citations74
US11568238B2Jan 31, 2023
Dynamic processing element array expansion
AMAZON TECH INC2 citations73
US11531578B1Dec 20, 2022
Profiling and debugging for remote neural network execution
AMAZON TECH INC5 citations73
US11461662B1Oct 4, 2022
Compilation time reduction for memory and compute bound neural networks
AMAZON TECH INC5 citations73
US11188302B1Nov 30, 2021
Top value computation on an integrated circuit device
AMAZON TECH INC4 citations73
US11119787B1Sep 14, 2021
Non-intrusive hardware profiling
AMAZON TECH INC3 citations72
US12443823B1Oct 14, 2025
Neural network processing based on subgraph recognition
AMAZON TECH INC0 citations62
US12198041B2Jan 14, 2025
Efficient utilization of processing element array
AMAZON TECH INC0 citations62
US12093801B1Sep 17, 2024
Neural network processing based on subgraph recognition
AMAZON TECH INC0 citations62
US12079734B1Sep 3, 2024
Compilation time reduction for memory and compute bound neural networks
AMAZON TECH INC1 citations62
US12321849B1Jun 3, 2025
Performing hardware operator fusion
AMAZON TECH INC0 citations61
US12073199B2Aug 27, 2024
Reducing computation in neural networks using self-modifying code
AMAZON TECH INC0 citations52
US11687761B2Jun 27, 2023
Improper neural network input detection and handling
AMAZON TECH INC0 citations52
US10929063B1Feb 23, 2021
Assisted indirect memory addressing
AMAZON TECH INC0 citations52
US12205013B1Jan 21, 2025
Accelerated convolution of neural networks
AMAZON TECH INC0 citations51
US12182688B2Dec 31, 2024
Hierarchical partitioning of operators
AMAZON TECH INC0 citations51
US11941528B2Mar 26, 2024
Neural network training in a distributed system
AMAZON TECH INC0 citations51