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For the Inventor, By the Inventor

Albuquerque, NM, United States of America

James Bradley Aimone

USPTO Granted Patents = 12 

Average Co-Inventor Count = 3.5

ph-index = 1

Forward Citations = 13(Granted Patents)


Location History:

  • Albuquerque, NM (US) (2019 - 2023)
  • Keller, TX (US) (2024)

Company Filing History:

goldMedal12 out of 1,020 
 
National Technology & Engineering Solutions of Sandia, LLC
 patents
silverMedal2 out of 4 
 
Lewis Rhodes Labs, Inc.
 patents
where one patent can have more than one assignee

Years Active: 2019-2025

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12 patents (USPTO):Explore Patents
1. 12499973 - Sequence-based anomaly detection with hierarchical spiking neural networks (2025-12-16),
2. 11880448 - Secure authentication using recurrent neural networks (2024-01-23),
3. 11755891 - Devices and methods for increasing the speed or power efficiency of a computer when performing machine learning using spiking neural networks (2023-09-12),
4. 11436475 - Anomaly detection with spiking neural networks (2022-09-06),
5. 11409922 - Devices and methods for increasing the speed and efficiency at which a computer is capable of modeling a plurality of random walkers using a density method (2022-08-09),
6. 11281964 - Devices and methods for increasing the speed and efficiency at which a computer is capable of modeling a plurality of random walkers using a particle method (2022-03-22),
7. 11023579 - Malicious activity detection in a memory (2021-06-01),
8. 10970630 - Neuromorphic computing architecture with dynamically accessible contexts (2021-04-06),
9. 10891540 - Adaptive neural network management system (2021-01-12),
10. 10649663 - Memory access system (2020-05-12),
11. 10445065 - Constant depth, near constant depth, and subcubic size threshold circuits for linear algebraic calculations (2019-10-15),
12. 10303697 - Temporal data system (2019-05-28),

Title: Innovations of James Bradley Aimone

Introduction

James Bradley Aimone is a notable inventor based in Albuquerque, NM (US). He holds a total of 11 patents, showcasing his significant contributions to the field of technology and machine learning. His work primarily focuses on enhancing user authentication and improving the efficiency of machine learning algorithms.

Latest Patents

One of Aimone's latest patents is titled "Secure authentication using recurrent neural networks." This invention presents a computer-implemented method of user authentication that combines a user recurrent neural network with a system recurrent neural network. The unique combined recurrent neural network generates a distinct combined key, which is used to authenticate users securely.

Another significant patent is "Devices and methods for increasing the speed or power efficiency of a computer when performing machine learning using spiking neural networks." This method enhances the speed and efficiency of computers during machine learning processes. It involves correlating input values with neuron response speeds, allowing for improved machine learning performance through the formation of equivalence relationships.

Career Highlights

Throughout his career, Aimone has worked with reputable organizations such as National Technology & Engineering Solutions of Sandia, LLC and Lewis Rhodes Labs, Inc. His experience in these companies has contributed to his expertise in developing innovative technologies.

Collaborations

Aimone has collaborated with notable individuals in his field, including William Mark Severa and Ojas D Parekh. These collaborations have likely enriched his work and led to further advancements in his inventions.

Conclusion

James Bradley Aimone's contributions to technology through his patents and collaborations highlight his role as an influential inventor. His innovative approaches to user authentication and machine learning efficiency continue to impact the industry positively.

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