Company Filing History:
Years Active: 2025
Title: Johann Hinrich Brehmer: Innovator in Machine Learning Systems
Introduction
Johann Hinrich Brehmer is a notable inventor based in Amsterdam, Netherlands. He has made significant contributions to the field of data compression through innovative techniques that utilize machine learning systems. With a total of 2 patents, Brehmer's work is at the forefront of technological advancements in image and video processing.
Latest Patents
Brehmer's latest patents include "Instance-adaptive image and video compression in a network parameter subspace using machine learning systems." This patent describes techniques for compressing data using machine learning systems. The process involves receiving input data for compression by a neural network compression system and determining a set of updated model parameters based on the input data. The outcome is a bitstream that includes a compressed version of the input data, which is then transmitted to a receiver.
Another significant patent is "Implicit image and video compression using machine learning systems." This patent outlines methods for compressing and decompressing data through a neural network compression system. The process includes receiving multiple images for compression and generating a bitstream that comprises a compressed version of weight values associated with the neural network model. This bitstream is also outputted for transmission to a receiver.
Career Highlights
Johann Hinrich Brehmer is currently employed at Qualcomm Incorporated, a leading technology company known for its innovations in telecommunications and semiconductor technology. His work at Qualcomm has allowed him to explore and develop advanced compression techniques that leverage the power of machine learning.
Collaborations
Brehmer has collaborated with talented individuals such as Yunfan Zhang and Ties Jehan Van Rozendaal. These collaborations have contributed to the development of cutting-edge technologies in the field of data compression.
Conclusion
Johann Hinrich Brehmer is a pioneering inventor whose work in machine learning systems has led to significant advancements in data compression techniques. His contributions continue to shape the future of image and video processing technologies.