Zhewei Jiang

Title: Zhewei Jiang: Innovator in In-Memory Computing

Introduction

Zhewei Jiang is a prominent inventor based in Oakland Gardens, NY (US). He has made significant contributions to the field of in-memory computing, holding a total of five patents. His work focuses on enhancing the efficiency and performance of memory systems, particularly in the context of deep neural networks.

Latest Patents

Among his latest patents is a groundbreaking invention titled "Circuits and methods for in-memory computing." This patent describes an in-memory-computing SRAM macro based on capacitive-coupling computing (C3), referred to as 'C3SRAM.' The C3SRAM macro supports array-level fully parallel computation, multi-bit outputs, and configurable multi-bit inputs. It includes circuits embedded in bitcells and peripherals designed for hardware acceleration of neural networks with binarized weights and activations. Another notable patent is for "Static random-access memory for deep neural networks," which features SRAM cells capable of performing exclusive NOR operations between stored binary weight values and provided binary or ternary input values. This innovation is particularly suitable for implementing emerging deep neural network technologies.

Career Highlights

Zhewei Jiang has worked at prestigious institutions such as Columbia University and Arizona State University. His research and development efforts have significantly advanced the understanding and application of in-memory computing technologies.

Collaborations

Throughout his career, Zhewei has collaborated with notable colleagues, including Mingoo Seok and Jae-sun Seo. These collaborations have further enriched his contributions to the field.

Conclusion

Zhewei Jiang's innovative work in in-memory computing and deep neural networks has positioned him as a key figure in the advancement of memory technologies. His patents reflect a commitment to enhancing computational efficiency and performance in modern applications.