Company Filing History:
Years Active: 2019-2021
Title: Innovations of Serdar Sozubek in Neural Networks
Introduction
Serdar Sozubek is a notable inventor based in North York, Canada. He has made significant contributions to the field of neural networks, particularly in the reduction of parameters in fully connected layers. With a total of 2 patents, his work is paving the way for advancements in artificial intelligence and machine learning.
Latest Patents
Sozubek's latest patents focus on innovative methods for reducing parameters in neural networks. The first patent, titled "Reduction of parameters in fully connected layers of neural networks by low rank factorizations," addresses the optimization of connection parameters in neural networks. This method involves defining matrices U and V, and computing submatrices W as the product of U and V, thereby enhancing the efficiency of neural network layers. The second patent, also titled "Reduction of parameters in fully connected layers of neural networks," presents a similar approach but utilizes the outer product of vectors u and v to compute the connection parameters. This innovative technique aims to streamline the architecture of neural networks, making them more efficient and effective.
Career Highlights
Serdar Sozubek is currently employed at Huawei Technologies Co., Limited, where he continues to develop cutting-edge technologies in the field of artificial intelligence. His work at Huawei has allowed him to collaborate with other talented professionals in the industry, further enhancing his contributions to the field.
Collaborations
Some of his notable coworkers include Barnaby Dalton and Vanessa Courville. Their collaborative efforts contribute to the innovative environment at Huawei, fostering advancements in technology and research.
Conclusion
In summary, Serdar Sozubek is a prominent inventor whose work in neural networks is making a significant impact on the field of artificial intelligence. His innovative patents and contributions at Huawei Technologies Co., Limited highlight his dedication to advancing technology.