Company Filing History:
Years Active: 2017-2023
Title: Innovations of Mayank Daga
Introduction
Mayank Daga is a prominent inventor based in Austin, Texas, known for his contributions to the field of artificial intelligence and data processing. With a total of four patents to his name, Daga has made significant strides in enhancing the efficiency and effectiveness of neural networks and data processing systems.
Latest Patents
One of Daga's latest patents is titled "Adaptive quantization for neural networks." This invention involves methods, devices, systems, and instructions for adaptive quantization in an artificial neural network (ANN). The process calculates a distribution of ANN information, selects a quantization function from a set of quantization functions based on this distribution, and applies the quantization function to generate quantized ANN information. The system is designed to load the quantized information into the ANN and generate an output based on it. Notably, if the output does not sufficiently correlate with a known correct output, the system can recalculate the distribution and reselect the quantization function based on the resampled distribution.
Another significant patent is the "System and method for parallelization of data processing in a processor." This invention describes systems, apparatuses, and methods for adjusting group sizes to match a processor lane width. In early iterations of an algorithm, a processor partitions a dataset into groups of data points that are integer multiples of the processing lane width. For instance, during a K-means clustering algorithm, if a group of data points does not meet the integer multiple criteria, the processor reassigns some data points to other groups to ensure efficient processing.
Career Highlights
Mayank Daga is currently employed at Advanced Micro Devices Corporation, where he continues to innovate and develop cutting-edge technologies. His work focuses on improving the performance of processors and enhancing the capabilities of artificial intelligence systems.
Collaborations
Daga collaborates with notable colleagues, including Joseph Lee Greathouse and Mauricio Breternitz, Jr. Their combined expertise contributes to the advancement of technology in their respective fields.
Conclusion
Mayank Daga's innovative patents and contributions to artificial intelligence and data processing highlight his role as a leading inventor in the technology sector. His work continues to influence advancements in neural networks and processing systems, showcasing the importance of innovation in today's digital landscape.