IDiyas

For the Inventor, By the Inventor

Ekambara Kuppam, India

Kumar Arrakutti Desappan

USPTO Granted Patents = 16 


Average Co-Inventor Count = 3.2

ph-index = 1

Forward Citations = 5(Granted Patents)


Location History:

  • Ekambara Kuppam, IN (2012)
  • C.V. Raman, IN (2017)
  • Karnataka, IN (2015 - 2022)
  • Bengaluru, IN (2018 - 2024)

Company Filing History:

goldMedal16 out of 29,232 
 
Texas Instruments Corporation
 patents

Years Active: 2012-2024

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16 patents (USPTO):
1. 11995472 - Memory sharing for machine learning processing (2024-05-28),
2. 11748599 - Super-tiling in neural network processing to enable analytics at lower memory speed (2023-09-05),
3. 11688078 - Video object detection (2023-06-27),
4. 11615612 - Systems and methods for image feature extraction (2023-03-28),
5. 11580719 - Dynamic quantization for deep neural network inference system and method (2023-02-14),
6. 11368699 - Methods and systems for masking multimedia data (2022-06-21),
7. 11048997 - Reduced complexity convolution for convolutional neural networks (2021-06-29),
8. 10880556 - Methods and systems for masking multimedia data (2020-12-29),
9. 10878273 - Dynamic quantization for deep neural network inference system and method (2020-12-29),
10. 10867393 - Video object detection (2020-12-15),
11. 10200695 - Methods and systems for masking multimedia data (2019-02-05),
12. 10102445 - Efficient feature point selection (2018-10-16),
13. 9747515 - Efficient feature point selection (2017-08-29),
14. 9508018 - Systems and methods for object detection (2016-11-29),
15. 9154158 - Macro-block encoding of skipped video frames (2015-10-06),

Title: Innovations of Kumar Arrakutti Desappan

Introduction

Kumar Arrakutti Desappan is a prominent inventor based in Ekambara Kuppam, India. He has made significant contributions to the field of machine learning and processing technologies. With a total of 16 patents to his name, Desappan is recognized for his innovative approaches to enhancing machine learning models.

Latest Patents

One of his latest patents is focused on memory sharing for machine learning processing. This invention involves techniques for executing machine learning models, including receiving an indication to run a model on a processing core and managing memory allocation effectively. Another notable patent is related to super-tiling in neural network processing, which enables analytics at lower memory speeds. This technique involves processing values in a machine learning network while optimizing memory usage.

Career Highlights

Kumar Arrakutti Desappan is currently employed at Texas Instruments Corporation, where he continues to develop cutting-edge technologies. His work has significantly impacted the efficiency and performance of machine learning applications.

Collaborations

Desappan collaborates with talented individuals such as Pramod Kumar Swami and Manu Mathew, contributing to a dynamic and innovative work environment.

Conclusion

Kumar Arrakutti Desappan's contributions to machine learning and processing technologies highlight his role as a leading inventor in the field. His patents reflect a commitment to advancing technology and improving efficiency in machine learning applications.

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