IDiyas

For the Inventor, By the Inventor

San Jose, CA, United States of America

HsinYu Tsai

USPTO Granted Patents = 14 

 

Average Co-Inventor Count = 3.7

ph-index = 2

Forward Citations = 10(Granted Patents)


Company Filing History:

goldMedal13 out of 164,108 
 
International Business Machines Corporation
 patents
silverMedal1 out of 1 
 
International Business Machines Cororation
 patent

Years Active: 2019-2025

where 'Filed Patents' based on already Granted Patents

14 patents (USPTO):
1. 12456043 - Two-dimensional mesh for compute-in-memory accelerator architecture (2025-10-28),
2. 12229680 - Neural network accelerators resilient to conductance drift (2025-02-18),
3. 12050997 - Row-by-row convolutional neural network mapping for analog artificial intelligence network training (2024-07-30),
4. 11868893 - Efficient tile mapping for row-by-row convolutional neural network mapping for analog artificial intelligence network inference (2024-01-09),
5. 11562240 - Efficient tile mapping for row-by-row convolutional neural network mapping for analog artificial intelligence network inference (2023-01-24),
6. 11514326 - Drift regularization to counteract variation in drift coefficients for analog accelerators (2022-11-29),
7. 11461640 - Mitigation of conductance drift in neural network resistive processing units (2022-10-04),
8. 11347999 - Closed loop programming of phase-change memory (2022-05-31),
9. 10930565 - III-V CMOS co-integration (2021-02-23),
10. 10665325 - Reduction of surface nucleotide hybridization by optimizing a biosensor sensing surface area (2020-05-26),
11. 10600656 - Directed self-assembly for copper patterning (2020-03-24),
12. 10593870 - Sidewall image transfer on magnetic tunnel junction stack for magnetoresistive random-access memory patterning (2020-03-17),
13. 10312085 - Tone inversion integration for phase change memory (2019-06-04),
14. 10211054 - Tone inversion integration for phase change memory (2019-02-19),

Title: HsinYu Tsai: Innovator in Compute-in-Memory Accelerator Architecture

Introduction

HsinYu Tsai is a prominent inventor based in San Jose, California, known for his significant contributions to the field of compute-in-memory (CIM) technology. With a total of 14 patents to his name, Tsai has been at the forefront of innovations that enhance the performance of deep neural networks.

Latest Patents

Among his latest patents, Tsai has developed a two-dimensional mesh for compute-in-memory accelerator architecture. This architecture is designed for deep neural networks and includes a first analog fabric engine with multiple compute-in-memory analog tiles. Each tile is capable of storing a matrix of weight operands and performing in-memory computations to produce outputs from inputs. Additionally, he has patented a method for creating neural network accelerators that are resilient to conductance drift. This method involves applying an arbitrary amplification factor to the activation function outputs of neurons, compensating for variations in resistive processing unit weights.

Career Highlights

HsinYu Tsai has had a distinguished career, working with notable companies such as IBM. His work has focused on advancing technologies that improve computational efficiency and accuracy in neural networks.

Collaborations

Throughout his career, Tsai has collaborated with esteemed colleagues, including Pritish Narayanan and Geoffrey W. Burr. These collaborations have contributed to the development of innovative solutions in the field of computing.

Conclusion

HsinYu Tsai's contributions to compute-in-memory technology and neural networks have positioned him as a leading inventor in his field. His innovative patents and collaborations continue to influence advancements in technology.

This text is generated by artificial intelligence and may not be accurate.
Please report any incorrect information to support@idiyas.com
Loading…