Yi Wang

Title: Yi Wang: Innovator in Neural Network Computation

Introduction

Yi Wang is a prominent inventor based in San Jose, CA, known for his contributions to the field of neural network computation. With a total of 6 patents, he has made significant advancements in technology that enhance computational efficiency and performance.

Latest Patents

One of Yi Wang's latest patents is titled "Heterogeneous architecture for depthwise-separable convolution based neural network computation acceleration." This invention relates to a method and system for performing depthwise separable convolution on input data in a convolutional neural network. The invention utilizes a heterogeneous architecture with multiple MAC arrays, including 1D and 2D MAC arrays, along with Winograd conversion logic to perform depthwise separable convolution. This approach reduces the number of weight parameters and multiplications while achieving the same computational results as traditional convolution methods.

Another notable patent is the "High-performance on-chip memory controller." This patent encompasses methods, systems, and apparatus for controlling a plurality of hardware components configured to perform computations to access shared memory. The on-chip memory controller includes a backside arbitration controller and a frontside arbitration controller, both designed to manage bus arbitrations for memory access protocols, ensuring efficient communication between hardware components.

Career Highlights

Throughout his career, Yi Wang has worked with leading technology companies, including Black Sesame Technologies Inc. and Cisco Technology, Inc. His experience in these organizations has allowed him to develop innovative solutions that address complex computational challenges.

Collaborations

Yi Wang has collaborated with various professionals in the field, including his coworker Zheng Qi, to further enhance his research and development efforts.

Conclusion

Yi Wang's contributions to neural network computation and memory management have positioned him as a key figure in the technology sector. His innovative patents reflect his commitment to advancing computational efficiency and performance in modern technology.