Company Filing History:
Years Active: 2020-2024
Title: Innovations by Angshuman Parashar
Introduction
Angshuman Parashar is a notable inventor based in Northborough, MA, who has made significant contributions to the field of technology. He holds a total of six patents, showcasing his expertise and innovative spirit in developing advanced systems and methods.
Latest Patents
One of his latest patents is for a "Deep Neural Network Accelerator with Fine-Grained Parallelism Discovery." This invention focuses on a sparse convolutional neural network accelerator system that dynamically identifies fine-grained parallelism in sparse convolution operations. The system efficiently determines matching pairs of non-zero input activations and weights from compacted input activation and weight arrays. It utilizes a scalable, dynamic parallelism discovery unit (PDU) that performs a parallel search to identify reducible input activation and weight pairs.
Another significant patent is the "Sparse Convolutional Neural Network Accelerator." This invention involves a method, computer program product, and system that perform computations using a processor. It receives a first instruction with index vector operands, decodes them to produce coordinate sets for two arrays, and sums these sets to produce output coordinate sets, which are then converted into a set of linear indices.
Career Highlights
Angshuman Parashar is currently employed at Nvidia Corporation, a leading company in the field of graphics processing and artificial intelligence. His work at Nvidia has allowed him to push the boundaries of technology and contribute to groundbreaking advancements in neural network acceleration.
Collaborations
Throughout his career, Parashar has collaborated with esteemed colleagues, including Joel S. Emer and Stephen William Keckler. These collaborations have further enriched his work and contributed to the development of innovative technologies.
Conclusion
Angshuman Parashar's contributions to the field of technology through his patents and work at Nvidia Corporation highlight his role as a significant inventor. His innovative approaches to neural network acceleration continue to influence advancements in the industry.