Company Filing History:
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1 out of 5 Years Active: 2020
Title: The Innovative Mind of Shijie Sun: Pioneer in Deep Neural Network Compression
Introduction
Shijie Sun, based in Beijing, China, is an esteemed inventor with two significant patents to his name. His work primarily focuses on the optimization of deep neural networks, an area that has gained immense attention due to the growing prevalence of artificial intelligence and machine learning applications.
Latest Patents
Sun's latest patents showcase his innovative approach to compressing deep neural networks while retaining their accuracy. The first patent, titled "Compression of Deep Neural Networks with Proper Use of Mask," outlines a method that transforms dense neural networks into sparse ones. This process not only reduces the size of the network but also maintains or improves accuracy post-compression. His second patent, "Multi-Iteration Compression for Deep Neural Networks," introduces a multi-iteration technique to compress neural networks. This method involves establishing initial compression ratios for various matrices that characterize neural weights, leading to a finely tuned, compressed network without any degradation in performance.
Career Highlights
Shijie Sun has made noteworthy contributions while working with prestigious companies such as Xilinx Technology Beijing Limited and Beijing Deephi Intelligent Technology Co., Ltd. His experience in these innovative environments has further sharpened his expertise in neural network technologies.
Collaborations
Throughout his career, Sun has collaborated with renowned experts in his field, including Song Han and Xin Li. These partnerships have enriched his research and contributed to the advancement of his patented technologies, allowing for groundbreaking developments in deep learning efficiency.
Conclusion
Shijie Sun stands out as a prominent figure in the realm of artificial intelligence, specifically in the optimization of deep neural networks. His patents not only reflect his inventiveness but also his dedication to enhancing AI technology. As deep learning continues to evolve, Sun's contributions will likely play a crucial role in shaping its future landscape.