Machine learning accelerator mechanism
An apparatus to facilitate acceleration of machine learning operations is disclosed. The
apparatus comprises at least one processor to perform operations to implement a neural …
apparatus comprises at least one processor to perform operations to implement a neural …
Accelerated deep learning
S Lie, M Morrison, ME James, GR Lauterbach… - US Patent …, 2020 - Google Patents
Techniques in advanced deep learning provide improvements in one or more of accuracy,
performance, and energy efficiency, such as accuracy of learning, accuracy of prediction …
performance, and energy efficiency, such as accuracy of learning, accuracy of prediction …
Hardware accelerated machine learning
J Bruestle, C Ng - US Patent 11,170,294, 2021 - Google Patents
A machine learning hardware accelerator architecture and associated techniques are
disclosed. The architecture features multiple memory banks of very wide SRAM that may be …
disclosed. The architecture features multiple memory banks of very wide SRAM that may be …
Wavelet representation for accelerated deep learning
S Lie, GR Lauterbach, ME James, M Morrison… - US Patent …, 2019 - Google Patents
2019-07-09 Assigned to CEREBRAS SYSTEMS INC. reassignment CEREBRAS SYSTEMS
INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS) …
INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS) …
Dataflow triggered tasks for accelerated deep learning
S Lie, GR Lauterbach, ME James, M Morrison… - US Patent …, 2020 - Google Patents
2019-07-09 Assigned to CEREBRAS SYSTEMS INC. reassignment CEREBRAS SYSTEMS
INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS) …
INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS) …
Data structure descriptors for deep learning acceleration
S Lie, M Morrison, S Arekapudi… - US Patent …, 2020 - Google Patents
Techniques in advanced deep learning provide improvements in one or more of accuracy,
performance, and energy efficiency. An array of processing elements performs flow-based …
performance, and energy efficiency. An array of processing elements performs flow-based …
Backpressure for accelerated deep learning
S Lie, GR Lauterbach, ME James, M Morrison… - US Patent …, 2020 - Google Patents
Techniques in advanced deep learning provide improvements in one or more of accuracy,
performance, and energy efficiency. An array of processing elements performs flow-based …
performance, and energy efficiency. An array of processing elements performs flow-based …
Control wavelet for accelerated deep learning
S Lie, GR Lauterbach, ME James, M Morrison… - US Patent …, 2020 - Google Patents
Techniques in advanced deep learning provide improvements in one or more of accuracy,
performance, and energy efficiency. An array of processing elements performs flow based …
performance, and energy efficiency. An array of processing elements performs flow based …
Apparatus for hardware accelerated machine learning
J Bruestle, C Ng - US Patent 10,817,802, 2020 - Google Patents
An architecture and associated techniques of an apparatus for hardware accelerated
machine learning are disclosed. The architecture features multiple memory banks storing …
machine learning are disclosed. The architecture features multiple memory banks storing …
Time-delayed convolutions for neural network device and method
(57) ABSTRACT A method of performing operations on a plurality of inputs and a same
kernel using a delay time by using a same processor, and a neural network device thereof …
kernel using a delay time by using a same processor, and a neural network device thereof …