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DARDA: Domain-Aware Real-Time Dynamic Adaptation of Edge-Assisted Neural Networks
Adapting DNNs to data corruptions, ensuring efficiency in dynamic and unpredictable conditions while avoiding catastrophic forgetting Background: In the dynamic world of mobile edge computing, DNNs often face the challenge of dealing with sudden data corruptions, which can severely degrade their performance. Traditional methods for unsupervised domain...
Published: 7/27/2026   |   Updated: 7/11/2025   |   Inventor(s): Francesco Restuccia, Shahriar Rifat, Jonathan Ashdown, Kurt Turck
Keywords(s): Dynamic Adaptation of Nueral Networks
Category(s): Technology Classifications > Computer Science > AI, Technology Classifications > Computer Science > Computing Methods
Method for using Reduced-Order Dynamics for Protective Equipment design
Method for using reduced-order dynamics for protective equipment design Background: The development of protective equipment, particularly helmets, requires extensive simulation and optimization to minimize injury risks. Traditional computational methods rely on high-fidelity simulations that demand significant computational resources, making iterative...
Published: 7/22/2026   |   Updated: 6/13/2025   |   Inventor(s): Sinan Muftu, Rouzbeh Amini, Turner Jennings
Keywords(s):  
Category(s): Technology Classifications > Computer Science > Software, Technology Classifications > Life Science > Bioengineering/Tissue Engineering, Technology Classifications > Computer Science > Computing Methods
SAWEC: Sensing-Assisted Wireless Edge Computing
Sensing-Assisted Wireless Edge Computing (SAWEC) enhances mobile device performance by offloading computational tasks to edge servers, reducing video data transmission through intelligent filtering, and optimizing bandwidth usage. This innovative approach ensures faster processing times and lower latency for real-time applications. https://nu.technologypublisher.com/files/sites/adobestock_884397290.jpeg...
Published: 7/27/2026   |   Updated: 7/26/2024   |   Inventor(s): Francesco Restuccia, Khandaker Foysal Haque, Francesca Meneghello, Md Ebtidaul Karim
Keywords(s):  
Category(s): Technology Classifications > WIoT, Technology Classifications > 3. Computer Science > AI, Technology Classifications > 3. Computer Science > Computing Methods
Ultra-low Power Timing Circuit with PLL Locking
INV-23015 Background: In fields like computing, telecommunications, and navigation, the demand for precision timekeeping has intensified, pushing the limits of current timing solutions. As the backbone of digital system performance and reliability, clock accuracy is crucial, especially for ensuring synchronization. However, existing clocking methods...
Published: 7/22/2026   |   Updated: 6/21/2024   |   Inventor(s): Aatmesh Shrivastava
Keywords(s):  
Category(s): Technology Classifications > Computer Science > Computing Methods
StudyCrafter
SW-19036 Background StudyCrafter has been developed in response to several challenges that the social and behavioral science face and the opportunities that game design and crowdsourcing technologies and techniques provide, namely: - engaging participants; - broadening participation: through the appeal of games; - context: context of tasks...
Published: 7/20/2026   |   Updated: 7/28/2020   |   Inventor(s): Casper Harteveld
Keywords(s): Crowdsourcing, Data Mining, Game Technology, Internet, Multimedia, Research Tool, Science/Research, Software
Category(s): Technology Classifications > Computer Science > AI, Technology Classifications > Computer Science > Computing Methods