This inventor holds 32 USPTO granted patents and 2 published patent applications, plus 2 CIPO patents and 3 EPO patents. Top assignees: International Business Machines Corporation, Globalfoundries Inc.. Active years: 2011-2024.
Company Filing History:
31 out of 166,159 
1 out of 5,671 
Years Active: 2011-2024
Areas of Expertise:
Title: Innovator Spotlight: Nir Naaman
Introduction
Nir Naaman, a prominent inventor based in Haifa, Israel, has made significant contributions to the field of artificial intelligence and deep learning. With an impressive portfolio of 32 patents, Naaman's work focuses on innovative techniques that enhance the capability of deep learning models, particularly in resource-constrained environments.
Latest Patents
Among Naaman's recent innovations are two noteworthy patents:
1. **Adaptation of Deep Learning Models to Resource Constrained Edge Devices**: This patent describes techniques for generating a set of deep learning (DL) models by training an initial set using training data. It involves determining the topology of each model based on a parameters vector, generating estimate performance functions based on edge-related metrics, and producing objective functions to create a final DL model set. It culminates in receiving user selection of a DL model and deploying it to an edge device.
2. **Modifying Artificial Intelligence Models Using Model Fragments**: In this invention, an example system employs a processor to monitor system resources and performance preferences. The processor selects model fragments based on these metrics and constructs a running AI model. Additionally, it automatically modifies the model in response to changes in system resources or performance preferences, demonstrating versatility and adaptability.
Career Highlights
Nir Naaman has held pivotal roles at several innovative companies, including International Business Machines Corporation (IBM) and Globalfoundries Inc. His expertise and innovative thinking have helped shape advancements in AI technologies.
Collaborations
Naaman has collaborated with talented professionals such as Avraham Harpaz and Yoav Tock. These partnerships have been instrumental in developing cutting-edge solutions and fostering a culture of innovation within the teams he has worked with.
Conclusion
Nir Naaman's dedication to innovation in the field of artificial intelligence and deep learning is exemplified by his impressive patent portfolio and his work with leading technology companies. His contributions continue to pave the way for advancements in machine learning, making him a notable figure in the industry.