Company Filing History:
Years Active: 2022-2025
Title: Innovations of Lukasz Lew
Introduction
Lukasz Lew is a prominent inventor based in Sunnyvale, California. He has made significant contributions to the field of speech recognition and machine learning. With a total of 8 patents to his name, his work continues to influence advancements in technology.
Latest Patents
One of Lukasz Lew's latest patents is the "4-bit conformer with accurate quantization training for speech recognition." This method involves training a model using a variety of training samples that include both speech utterances and their corresponding textual transcriptions. The process utilizes quantization aware training with native integer operations to develop an automatic speech recognition (ASR) model. The trained model is then quantized to an integer target fixed-bit width, ensuring that the weights of the model are represented as integers with the specified width. This quantized model is subsequently provided to user devices for practical applications.
Another notable patent is related to "Topological scheduling." This invention encompasses methods, systems, and apparatus for executing topological scheduling on a machine-learning accelerator featuring an array of tiles. The method involves performing operations at each time step corresponding to columns within the tile array. It includes executing multiplications using tiles in a respective tile column, computing output results, and storing these results in a designated output RAM for future use by subsequent layers of the model.
Career Highlights
Lukasz Lew is currently employed at Google Inc., where he continues to innovate and develop cutting-edge technologies. His work at Google has positioned him as a key player in the advancement of machine learning and artificial intelligence.
Collaborations
Lukasz has collaborated with notable coworkers, including Wren Romano and Reiner Alwyn Pope. These partnerships have contributed to the successful development of his innovative projects.
Conclusion
Lukasz Lew's contributions to the fields of speech recognition and machine learning are noteworthy. His patents reflect a commitment to advancing technology and improving user experiences. His work at Google Inc. and collaborations with talented individuals further enhance his impact in the industry.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.