Company Filing History:
Years Active: 2023-2024
Title: Weixiong Jiang: Innovator in Circuit Design and Neural Networks
Introduction
Weixiong Jiang is a prominent inventor based in Shanghai, China. He has made significant contributions to the fields of circuit design and neural networks, holding three patents that showcase his innovative approach to technology.
Latest Patents
One of his latest patents is an "Automatic Overclocking Controller Based on Circuit Delay Measurement." This invention includes a central processing unit (CPU), a clock generator, and a timing delay monitor (TDM) controller. The innovative aspects of this patent involve the use of two-dimension-multi-frame fusion (2D-MFF) technology to process sampling results, effectively eliminating sampling noise. Additionally, the controller operates on a heterogeneous field programmable gate array (FPGA) and can automatically search for the highest frequency at which an accelerator can operate safely.
Another notable patent is the "Pure Integer Quantization Method for Lightweight Neural Network (LNN)." This method involves several steps, including acquiring the maximum value of each pixel in the channels of the feature map of a current layer. The process includes dividing each pixel's value by a t-th power of the maximum value and multiplying weights in each channel by the maximum value of the corresponding feature map. The algorithm has been verified on SkyNet and MobileNet, achieving lossless INT8 quantization on SkyNet and maximum quantization accuracy on MobileNetv2.
Career Highlights
Weixiong Jiang is affiliated with ShanghaiTech University, where he continues to advance his research and development in innovative technologies. His work has garnered attention for its practical applications and contributions to the field.
Collaborations
He collaborates with Yajun Ha, further enhancing the scope and impact of his research endeavors.
Conclusion
Weixiong Jiang's innovative patents in circuit design and neural networks reflect his commitment to advancing technology. His contributions are paving the way for future developments in these critical areas.