Company Filing History:
Years Active: 2020-2023
Title: Innovations by Vishal K Jain
Introduction
Vishal K Jain is a notable inventor based in Chhindwara, India. He has made significant contributions to the field of machine learning and integrated circuits. With a total of 2 patents to his name, Jain's work focuses on enhancing the efficiency of computational tasks.
Latest Patents
One of Jain's latest patents is titled "Scheduling processing of machine learning tasks on heterogeneous compute circuits." This invention involves a method for scheduling the work of a machine learning application by instantiating kernel objects in response to kernel definitions. The computer processor generates a graph in memory, where each node represents a task and specifies its assignment to one or more kernel objects. The tasks are managed through task queues, which are created in memory and assigned to the nodes. This innovative approach allows for efficient processing of tasks by activating compute circuits based on the assignments.
Another significant patent is "Compiler and hardware abstraction layer architecture for a neural network accelerator." This invention describes a method for mapping and porting a neural network to a programmable integrated circuit (IC). The process includes receiving a network description, generating a framework-independent network graph, and configuring the IC based on an execution sequence vector derived from the network graph. This architecture aims to streamline the implementation of neural networks on integrated circuits.
Career Highlights
Vishal K Jain is currently employed at Xilinx, Inc., where he continues to develop innovative solutions in the field of machine learning and integrated circuits. His work has contributed to advancements in how neural networks are implemented and optimized for performance.
Collaborations
Some of Jain's notable coworkers include Abid Karumannil and Kumar S S Vemuri. Their collaboration has likely fostered an environment of innovation and creativity within their projects.
Conclusion
Vishal K Jain's contributions to the fields of machine learning and integrated circuits are noteworthy. His patents reflect a commitment to advancing technology and improving computational efficiency. His work at Xilinx, Inc. continues to influence the industry positively.