Company Filing History:
Years Active: 2025
Title: The Innovations of Jeffrey D Marker
Introduction: Jeffrey D Marker is an accomplished inventor based in Pleasant View, UT (US). He has made significant contributions to the field of neural network processing, particularly in the area of streaming convolution operations. His innovative work has led to the development of a patent that enhances the efficiency of neural processors.
Latest Patents: Jeffrey D Marker holds a patent for "Subtask storage for streaming convolutions in neural network processor." This invention relates to streaming convolution operations in a neural processor circuit that includes a neural engine circuit and a neural task manager. The neural task manager obtains multiple task descriptors and multiple subtask descriptors. Each task descriptor identifies a respective set of convolution operations of a respective layer of a set of layers. Each subtask descriptor identifies a corresponding task descriptor and a subset of the convolution operations on a portion of a layer of the set of layers identified by the corresponding task descriptor. The neural processor circuit configures the neural engine circuit for execution of the subset of the convolution operations using the corresponding task descriptor. The neural engine circuit performs the subset of the convolution operations to generate output data that correspond to input data of another subset of the convolution operations identified by another subtask descriptor from the list of subtask descriptors. This patent showcases his innovative approach to improving neural network efficiency.
Career Highlights: Jeffrey D Marker is currently employed at Apple Inc., where he continues to push the boundaries of technology through his research and development efforts. His work at Apple has allowed him to collaborate with some of the brightest minds in the industry.
Collaborations: Some of his notable coworkers include Sayyed Karen Khatamifard and Chenfan Sun. Their collaborative efforts contribute to the advancement of technology in the field of neural processing.
Conclusion: Jeffrey D Marker is a notable inventor whose work in neural network processing has led to significant advancements in the field. His patent for subtask storage in streaming convolutions exemplifies his innovative spirit and dedication to improving technology.