Task synchronization for accelerated deep learning

S Lie, M Morrison, S Arekapudi, ME James… - US Patent …, 2021 - 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 …

Neuron smearing for accelerated deep learning

S Lie, M Morrison, S Arekapudi, ME James… - US Patent …, 2022 - 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 …

Microthreading for accelerated deep learning

S Lie, M Morrison, ME James, GR Lauterbach… - US Patent …, 2022 - Google Patents
Techniques in advanced deep learning provide improvements in one or more of accuracy,
performance, and energy efficiency. An array of compute elements and routers performs flow …

ISA enhancements for accelerated deep learning

M Morrison, ME James, S Lie, S Arekapudi… - US Patent …, 2022 - Google Patents
Techniques in advanced deep learning provide improvements in one or more of accuracy,
performance, and energy efficiency. An array of processing elements comprising a portion of …

Processor element redundancy for accelerated deep learning

S Lie, ME James, M Morrison, S Arekapudi… - US Patent …, 2022 - Google Patents
Techniques in advanced deep learning provide improvements in one or more of cost,
accuracy, performance, and energy efficiency. The deep learning accelerator is …

Scaled compute fabric for accelerated deep learning

GR Lauterbach, S Lie, M Morrison, ME James… - US Patent …, 2022 - Google Patents
Techniques in advanced deep learning provide improvements in one or more of accuracy,
performance, energy efficiency, and cost. In a first embodiment, a scaled array of processing …

Fabric vectors for deep learning acceleration

S Lie, M Morrison, ME James, S Arekapudi… - US Patent …, 2022 - Google Patents
2019-12-02 Assigned to CEREBRAS SYSTEMS INC. reassignment CEREBRAS SYSTEMS
INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS) …

Task activating for accelerated deep learning

S Lie, M Morrison, S Arekapudi, ME James… - US Patent …, 2021 - 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 …

Data structure descriptors for deep learning acceleration

S Lie, M Morrison, S Arekapudi… - US Patent …, 2022 - Google Patents
US11232348B2 - Data structure descriptors for deep learning acceleration - Google Patents
US11232348B2 - Data structure descriptors for deep learning acceleration - Google Patents …

Organic learning

CS Gold - US Patent App. 16/125,818, 2020 - Google Patents
Certain aspects of the present disclosure provide systems and methods for configuring and
training neural networks. The method includes models of individual neurons in a network …