Company Filing History:
1 out of 164,275 
1 out of 1 Years Active: 2022-2025
Title: Sanjay Kariyappa: Innovator in Neural Network Technologies
Introduction
Sanjay Kariyappa is a prominent inventor based in Atlanta, GA (US). He has made significant contributions to the field of neural networks, holding 2 patents that showcase his innovative approach to technology.
Latest Patents
Kariyappa's latest patents include "Neural network accelerators resilient to conductance drift" and "Drift regularization to counteract variation in drift coefficients for analog accelerators." The first patent describes a method for processing input signals in a neural network that includes zero bias neurons and resistive processing unit (RPU) weights. This method applies an arbitrary amplification factor to the activation function outputs, compensating for conductance drift in the RPU weights. The second patent focuses on training artificial neural networks by initializing weights, inputting arrays of data, and updating weights based on drift regularization to improve accuracy.
Career Highlights
Throughout his career, Sanjay Kariyappa has worked with notable companies, including IBM. His experience at such a prestigious organization has allowed him to develop and refine his skills in neural network technologies.
Collaborations
Kariyappa has collaborated with talented individuals such as HsinYu Tsai and Stefano Ambrogio, contributing to advancements in the field of artificial intelligence.
Conclusion
Sanjay Kariyappa's work in neural networks and his innovative patents highlight his significant impact on technology. His contributions continue to shape the future of artificial intelligence and neural processing.