Lingyan Liang

Title: Innovations of Lingyan Liang

Introduction

Lingyan Liang is a prominent inventor based in Jiangsu, China. He has made significant contributions to the field of neural networks and artificial intelligence. With a total of 4 patents, Liang's work focuses on enhancing the efficiency and performance of neural network systems.

Latest Patents

Lingyan Liang's latest patents include a neural network compression method, apparatus, and device. This innovative method allows for forward inference on target data using a target parameter sharing network, which results in an output feature map from the last convolutional module. The process involves extracting channel-related features from this output and inputting them into a target meta-generative network to predict an optimal network architecture under specific constraints, ultimately leading to a compressed neural network model. Another notable patent is a system and method for accelerating RNN networks. This system utilizes multiple caches and circuits to enhance the parallel processing capabilities of RNN networks, significantly improving their performance.

Career Highlights

Lingyan Liang is currently employed at Inspur Suzhou Intelligent Technology Co., Ltd. His work at this company has allowed him to develop cutting-edge technologies in the field of artificial intelligence. Liang's innovative approaches have positioned him as a key figure in the advancement of neural network applications.

Collaborations

Lingyan Liang collaborates with talented individuals such as Gang Dong and Yaqian Zhao. Their combined expertise fosters a creative environment that drives innovation and enhances the development of new technologies.

Conclusion

Lingyan Liang's contributions to neural network technology demonstrate his commitment to advancing the field of artificial intelligence. His innovative patents and collaborative efforts highlight his role as a leading inventor in this rapidly evolving industry.