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For the Inventor, By the Inventor

Hsinchu, Taiwan

Juin-Ming Lu

USPTO Granted Patents = 15

Average Co-Inventor Count = 4.1

ph-index = 1

Forward Citations = 8(Granted Patents)


Company Filing History:

goldMedal15 out of 9,138 
 
Industrial Technology Research Institute
 patents

Years Active: 2015-2025

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15 patents (USPTO):
1. 12190224 - Processing elements array that includes delay queues between processing elements to hold shared data (2025-01-07),
2. 12021986 - Neural network processing method and server and electrical device therefor (2024-06-25),
3. 11657273 - Hardware structure aware adaptive learning based power modeling method and system (2023-05-23),
4. 11551066 - Deep neural networks (DNN) hardware accelerator and operation method thereof (2023-01-10),
5. 11113580 - Image classification system and method (2021-09-07),
6. 10896276 - Timing esimation method and simulator (2021-01-19),
7. 10628627 - Thermal estimation device and thermal estimation method (2020-04-21),
8. 10412331 - Power consumption estimation method and power consumption estimation apparatus (2019-09-10),
9. 10365829 - Memory transaction-level modeling method and system (2019-07-30),
10. 10268519 - Scheduling method and processing device for thread groups execution in a computing system (2019-04-23),
11. 9953393 - Analyzing method and analyzing system for graphics process of graphic application program (2018-04-24),
12. 9842180 - NoC timing power estimating device and method thereof (2017-12-12),
13. 9773080 - Thermal simulation device and method (2017-09-26),
14. 9626733 - Data-processing apparatus and operation method thereof (2017-04-18),
15. 9165635 - Memory controlling device and method thereof for controlling memory with partial array self refresh (PASR) function (2015-10-20),

Title: Innovations of Juin-Ming Lu

Introduction

Juin-Ming Lu is a prominent inventor based in Hsinchu, Taiwan. He has made significant contributions to the field of technology, particularly in processing elements and neural network methodologies. With a total of 15 patents to his name, Lu continues to push the boundaries of innovation.

Latest Patents

One of his latest patents is titled "Processing elements array that includes delay queues between processing elements to hold shared data." This invention features a processing element architecture adapted to convolution, comprising multiple processing elements and a delayed queue circuit. The architecture allows the first and second processing elements to perform convolution based on shared data, with the delayed queue circuit facilitating the transfer of this data between them after a specified time interval.

Another notable patent is the "Neural network processing method and server and electrical device therefor." This method involves transforming AI compiler code into garbled circuit code. The process includes sending a circuit graph of the garbled circuit to an electrical device, creating key codebooks for candidate gates, and generating garbled truth tables. The server then generates a target garbled truth table for each logic gate, leading to the encryption of an NN model.

Career Highlights

Juin-Ming Lu is affiliated with the Industrial Technology Research Institute, where he applies his expertise to advance technological research and development. His work has been instrumental in enhancing the efficiency and capabilities of neural networks and processing elements.

Collaborations

Lu collaborates with esteemed colleagues, including Yao-Hua Chen and Jing-Jia Liou. Their combined efforts contribute to the innovative projects at the Industrial Technology Research Institute.

Conclusion

Juin-Ming Lu's contributions to technology through his patents and collaborations highlight his role as a leading inventor in the field. His work continues to inspire advancements in processing elements and neural networks.

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