Aojun Zhou

Title: Aojun Zhou: Pioneering Innovations in Low-Bit Neural Network Quantization

Introduction

Aojun Zhou is an accomplished inventor based in Beijing, China, recognized for his contributions to the field of neural networks and quantization methods. With a focus on optimizing low-bit neural networks, his innovative approaches hold promise for enhancing the performance and efficiency of machine learning systems.

Latest Patents

Aojun Zhou holds a patent titled "Loss-error-aware quantization of a low-bit neural network." This invention discloses methods, apparatuses, systems, and articles of manufacture designed to enable loss-error-aware quantization. The core of the invention lies in an example apparatus that includes a network weight partitioner, loss calculator, weight quantizer, weight updater, and network model deployer. By efficiently partitioning unquantized network weights and utilizing loss calculations, the apparatus aims to improve the quantization process, thereby generating low-bit network weights that maintain performance.

Career Highlights

Currently, Aojun Zhou is affiliated with Intel Corporation, a leading technology company renowned for its advancements in integrated circuits and computing technologies. His work at Intel emphasizes innovation and pioneering technologies that push the boundaries of artificial intelligence and machine learning.

Collaborations

Aojun Zhou collaborates with talented colleagues, including Anbang Yao and Kuan Wang. Together, they contribute to cutting-edge research and development efforts within their field, fostering an environment of creativity and collaboration that fuels innovation.

Conclusion

Aojun Zhou's contributions to the area of low-bit neural networks through his patented innovations highlight the importance of optimizing machine learning technologies. His work at Intel Corporation and collaborations with other experts underscore a commitment to advancing the frontiers of technology, making significant strides in the field of artificial intelligence.