This inventor holds 2 USPTO granted patents. Top assignee: Synopsys, Inc.. Active years: 2022-2023.
Company Filing History:
Years Active: 2022-2023
Title: Avinash Anantharamu: Innovator in Machine Learning and Compiler Technology
Introduction
Avinash Anantharamu is a prominent inventor based in Sunnyvale, CA. He has made significant contributions to the field of machine learning and compiler technology. With a total of 2 patents, his work focuses on enhancing the efficiency of circuit design through innovative methods.
Latest Patents
Avinash's latest patents include a method for a machine-learning enhanced compiler. This method involves storing a base model generated using base data and receiving training data generated by compiling circuit designs. It also includes generating a tuned model using the training data and creating a hybrid model that combines both the training and base data. Additionally, the method incorporates a selected cost function to bias the models effectively. Another patent focuses on generating a netlist for a circuit design and predicting compile times using machine learning models. This method adjusts the logic of the circuit design based on the predicted place and route strategy.
Career Highlights
Avinash Anantharamu is currently employed at Synopsys, Inc., a leading company in electronic design automation. His work at Synopsys has positioned him as a key player in the development of advanced compiler technologies.
Collaborations
He has collaborated with notable coworkers such as Sankaranarayanan Srinivasan and Senthilkumar Thoravi Rajavel, contributing to various projects that enhance the capabilities of machine learning in circuit design.
Conclusion
Avinash Anantharamu's innovative work in machine learning and compiler technology continues to influence the field significantly. His patents reflect a commitment to advancing technology and improving circuit design processes.