Location History:
- Ann Arbor, MI (US) (2011)
- White Plains, NY (US) (2012 - 2022)
- Tempe, AZ (US) (2016 - 2023)
Company Filing History:
13 out of 1,734 
13 out of 164,197 
5 out of 2,489 
Years Active: 2011-2025
Title: The Innovative Contributions of Jae-sun Seo in Computing Technology
Introduction: Jae-sun Seo, based in Tempe, Arizona, is an accomplished inventor holding an impressive 31 patents. His groundbreaking work primarily focuses on in-memory computing and enhancing the efficiency of convolutional neural networks. His contributions have significantly advanced the field of computing technology, making processes more efficient and effective.
Latest Patents: Among his latest innovations, Jae-sun has developed patents for "Circuits and Methods for In-Memory Computing." This innovative SRAM macro, known as 'C3SRAM,' utilizes capacitive-coupling computing to support fully parallel computation and configurable outputs. It incorporates circuits within bitcells to accelerate hardware for neural networks, particularly with binarized weights and activations. The technology achieves fully parallel vector-matrix multiplication in a single cycle, enhancing speed and efficiency.
Another notable patent is "Cascaded Computing for Convolutional Neural Networks," which focuses on reducing computation in CNNs without sacrificing output accuracy. By exploiting convolutional and pooling operations, Jae-sun's techniques minimize computation redundancy, allowing for a maximum to be identified using a significantly smaller number of bits. This approach ensures efficient performance while maintaining the integrity of the final classification results.
Career Highlights: Jae-sun Seo has held significant positions at esteemed organizations such as IBM and Arizona State University. His work at these institutions has been pivotal in shaping advancements in computing technologies. He has made substantial contributions to the industry through his innovative patents and research initiatives, reflecting his dedication to driving technological progress.
Collaborations: Throughout his career, Jae-sun has collaborated with notable professionals such as Leland Chang and Robert K. Montoye. These partnerships have facilitated the development of groundbreaking technologies and have significantly influenced the research landscape within the field of computing.
Conclusion: Jae-sun Seo's contributions to the realm of computing are marked by his extensive patent portfolio and impactful innovations. His work not only advances technological capabilities but also sets a foundation for future developments in the field. As he continues to explore new horizons, the impact of his inventions will probably resonate within the industry for years to come.