Miao Li

Title: Miao Li: Innovator in Neural Network Precision Enhancement

Introduction

Miao Li is a prominent inventor based in Hayward, CA (US). He has made significant contributions to the field of neural networks, particularly in enhancing precision through innovative methods.

Latest Patents

Miao Li holds a patent for a "Method and system for elastic precision enhancement using dynamic shifting in neural networks." This invention involves a multiplier designed to calculate the multiplication of a first fixed point number and a second fixed point number. The system includes a converter that transforms the first fixed point number into a sign, a mantissa, and an exponent. Notably, the bit width of these components can be dynamically configured based on various factors, including the position of a layer in the neural network and the position of a pixel in an input feature map.

Career Highlights

Miao Li is currently employed at Novumind Limited, where he continues to develop cutting-edge technologies in the realm of artificial intelligence and machine learning. His work focuses on improving the efficiency and accuracy of neural network computations.

Collaborations

Miao has collaborated with notable colleagues, including Pingfan Meng and Yilei Li, contributing to advancements in their shared field of expertise.

Conclusion

Miao Li's innovative work in neural networks exemplifies the potential of technology to enhance computational precision. His contributions are paving the way for future advancements in artificial intelligence.