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For the Inventor, By the Inventor

Hsinchu, Taiwan

Chien-Yin Liu

USPTO Granted Patents = 19

Average Co-Inventor Count = 4.2

ph-index = 3

Forward Citations = 23(Granted Patents)


Company Filing History:

goldMedal19 out of 40,635 
 
Taiwan Semiconductor Manufacturing Comp. Ltd.
 patents

Years Active: 2015-2025

where 'Filed Patents' based on already Granted Patents

19 patents (USPTO):
1. 12205017 - Method and apparatus for defect-tolerant memory-based artificial neural network (2025-01-21),
2. 11935620 - Memory devices with improved refreshing operation (2024-03-19),
3. 11797831 - Method and apparatus for defect-tolerant memory based artificial neural network (2023-10-24),
4. 11714717 - Method of correcting errors in a memory array and method of screening weak bits in the same (2023-08-01),
5. 11556414 - Memory device (2023-01-17),
6. 11461623 - Method and apparatus for defect-tolerant memory-based artificial neural network (2022-10-04),
7. 11294764 - Method of correcting errors in a memory array and method of screening weak bits in the same (2022-04-05),
8. 11264109 - Memory device (2022-03-01),
9. 11043249 - Memory devices with improved refreshing operation (2021-06-22),
10. 10970167 - Memory device (2021-04-06),
11. 10861572 - Memory device (2020-12-08),
12. 10643722 - Memory device (2020-05-05),
13. 10599517 - Memory device (2020-03-24),
14. 10558525 - Method of correcting errors in a memory array and a system for implementing the same (2020-02-11),
15. 10475490 - Memory devices with improved refreshing operation (2019-11-12),

Title: Innovations of Chien-Yin Liu: A Pioneer in Memory-Based Neural Networks

Introduction

Chien-Yin Liu, based in Hsinchu, Taiwan, is a notable inventor with a robust portfolio of 19 patents. His work primarily focuses on enhancing artificial neural networks and memory devices, showcasing his dedication to advancing technology in the semiconductor industry.

Latest Patents

Liu's latest contributions include two innovative patents that demonstrate his expertise in memory-based artificial neural networks. The first patent is for a "Method and apparatus for defect-tolerant memory-based artificial neural network," which reveals a method to improve defect tolerance in hardware-based neural networks. The process involves calculating values on neurons by manipulating memory cell arrays to accommodate data switching efficiently.

The second patent, titled "Memory devices with improved refreshing operation," introduces a memory device designed for programming and erasing memory cells. This patent includes a refresh module that rewrites stored data to ensure data integrity and longevity, particularly as the number of operational cycles increases.

Career Highlights

Chien-Yin Liu is currently employed at Taiwan Semiconductor Manufacturing Company Ltd., a leader in the semiconductor manufacturing industry. His role is pivotal as he continues to contribute to groundbreaking advancements in technology. Through his innovative patents, Liu has established himself as a key figure in the field of memory and neural network systems.

Collaborations

Throughout his career, Liu has collaborated with esteemed colleagues like Yu-Der Chih and Yi-Chun Shih. These collaborations have fostered a creativity-rich environment, enabling significant advancements in their respective projects and towards Liu's innovations in the semiconductor sector.

Conclusion

With 19 patents to his name, Chien-Yin Liu is making remarkable strides in the field of memory-based technologies and artificial neural networks. His contributions are not only significant for his company but also for the broader technological landscape, illustrating the importance of innovation in the semiconductor industry. As technology continues to evolve, Liu's work will undoubtedly pave the way for future advancements.

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