Minje Kim

Title: Innovations of Minje Kim in Neural Network Technology

Introduction

Minje Kim is a prominent inventor based in Hwaseong-si, South Korea. She has made significant contributions to the field of neural network technology, holding three patents that showcase her innovative approach to complex computational processes.

Latest Patents

One of her latest patents is an "Apparatus and method with neural network operations." This invention includes a neural network apparatus that features a first processing circuit and a second processing circuit, each designed to perform vector-by-matrix multiplication (VMM) operations on weights and input activations. The apparatus also includes registers and an adder to facilitate efficient processing and storage of outputs.

Another notable patent is the "Neural network apparatus performing floating-point operation and operating method of the same." This invention performs multiply-accumulate (MAC) operations using an analog crossbar array and manages addition operations with shared exponents through a digital computing circuit. The result is a partial sum of floating-point output activations that combines the results of both operations.

Career Highlights

Minje Kim is currently employed at Samsung Electronics Co., Ltd., where she continues to push the boundaries of technology in her field. Her work has been instrumental in advancing the capabilities of neural networks, making them more efficient and effective for various applications.

Collaborations

Minje collaborates with talented colleagues, including Soonwan Kwon and Sangjoon Kim, who contribute to her innovative projects and research endeavors.

Conclusion

Minje Kim's contributions to neural network technology through her patents reflect her dedication to innovation and excellence in her field. Her work at Samsung Electronics Co., Ltd. continues to influence the future of computational technology.