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For the Inventor, By the Inventor

Tel Aviv, Israel

Eli David

USPTO Granted Patents = 18 


 

Average Co-Inventor Count = 1.5

ph-index = 3

Forward Citations = 31(Granted Patents)


Company Filing History:

goldMedal11 out of 31 
 
Nano Dimension Technologies, Ltd.
 patents
silverMedal7 out of 7 
 
Deepcube Ltd.
 patents

Years Active: 2019-2025

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18 patents (USPTO):Explore Patents
1. 12437524 - Cluster-connected neural network (2025-10-07),
2. 12430747 - Inspecting a product made by additive manufacturing (2025-09-30),
3. 12314864 - System and method for mimicking a neural network without access to the original training dataset or the target model (2025-05-27),
4. 12307373 - Partial-activation of neural network based on heat-map of neural network activity (2025-05-20),
5. 12229650 - System and method for compact and efficient sparse neural networks (2025-02-18),
6. 12147903 - System and method for efficient evolution of deep convolutional neural networks using filter-wise recombination and propagated mutations (2024-11-19),
7. 12141678 - Partial activation of multiple pathways in neural networks (2024-11-12),
8. 11961003 - Training a student neural network to mimic a mentor neural network with inputs that maximize student-to-mentor disagreement (2024-04-16),
9. 11907854 - System and method for mimicking a neural network without access to the original training dataset or the target model (2024-02-20),
10. 11710044 - System and method for efficient evolution of deep convolutional neural networks using filter-wise recombination and propagated mutations (2023-07-25),
11. 11580352 - System and method for compact and efficient sparse neural networks (2023-02-14),
12. 11164084 - Cluster-connected neural network (2021-11-02),
13. 11055617 - Partial-activation of neural network based on heat-map of neural network activity (2021-07-06),
14. 10878321 - Partial activation of multiple pathways in neural networks (2020-12-29),
15. 10699194 - System and method for mimicking a neural network without access to the original training dataset or the target model (2020-06-30),

Title: The Innovative Genius of Eli David

Introduction

Eli David, an esteemed inventor based in Tel Aviv, Israel, has made significant contributions to the field of artificial intelligence and neural networks. With an impressive portfolio of 16 patents, David continues to push the boundaries of technology through innovative methodologies and systems.

Latest Patents

Among his latest inventions is a groundbreaking system and method for mimicking a neural network without access to the original training dataset or the target model. This invention provides a unique approach to replicate a pre-trained target model by using random or semi-random input data to probe the model remotely. The output data from this probing generates a random probe training dataset that is essential for training a new model, ultimately allowing it to mimic the desired output of the pre-trained model accurately.

Another notable patent is the development of a partial-activation neural network based on a heat-map of neural network activity. This method enhances the training and prediction capabilities of neural networks by utilizing historical metrics of activity for each synapse or filter. By executing iterative partial activations, David's system ensures that each synapse is activated proportionally to its historical performance, resulting in more efficient neural network training and prediction processes.

Career Highlights

Eli David has worked with prominent companies such as Nano Dimension Technologies, Ltd. and Deepcube Ltd., where he honed his skills and expertise in advanced technologies. His work in these organizations has significantly influenced the evolution of neural network systems and methodologies.

Collaborations

Throughout his career, Eli David has collaborated with talented individuals like Eri Rubin. These partnerships have enabled him to refine his ideas and innovatively tackle complex challenges in the field of artificial intelligence.

Conclusion

Eli David is a visionary inventor whose work continues to shape the future of artificial intelligence. With a remarkable number of patents under his belt and a commitment to innovation, he stands as a prominent figure in the tech industry. His contributions not only advance technology but also inspire future generations of inventors and innovators.

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