Company Filing History:
Years Active: 2019-2023
Title: Innovations of Mark Kurtz
Introduction
Mark Kurtz is an accomplished inventor based in Medford, MA (US). He has made significant contributions to the field of neural networks, holding a total of four patents. His work focuses on enhancing the efficiency of neural network models, which is crucial in the rapidly evolving tech landscape.
Latest Patents
One of Mark Kurtz's latest patents is a system and method of accelerating the execution of a neural network. This innovation involves receiving a first matrix A, which represents elements of a kernel K of the neural network model, and a second matrix B, representing elements of an input I to kernel K. The process includes producing a group-sparse matrix A', comprising G tensors of elements derived from matrix A. The number of elements in each tensor is defined by the entries in an input tensor register used for a specific Single Instruction Multiple Data (SIMD) tensor operation. All elements of A' outside the G tensors are null. The system further includes executing kernel K on input I by performing computations of the SIMD tensor operation, utilizing elements of the G tensors and corresponding elements of the B matrix.
Career Highlights
Throughout his career, Mark Kurtz has worked with notable companies such as Burst Corporation and NeuralMagic Inc. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking advancements in technology.
Collaborations
Mark has collaborated with talented individuals in the field, including Jayachandran Ramadorai and Alexander Matveev. These partnerships have fostered innovation and have been instrumental in the development of his patented technologies.
Conclusion
Mark Kurtz is a prominent figure in the realm of neural network innovation, with a strong portfolio of patents that reflect his expertise and dedication. His contributions continue to shape the future of technology in meaningful ways.
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