Search Results - chuanneng+sun

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Communication-efficient Federated Learning NG-RAN Design with Fronthaul Awareness
​ ​ Fig. 1: Structure of federated learning-based NG-RAN algorithm. Invention Summary: Mobile network operators are faced with meeting demands beyond 5G networks, such as opening/virtualizing radio access network (RAN) layers, maintaining privacy, and achieving ultra-low latencies, high data rates, and low operational expenses for data transmission....
Published: 1/29/2024   |   Inventor(s): Dario Pompili, Chuanneng Sun
Keywords(s):  
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Telecommunications & Networking
Two-Way Knowledge Distillation for Federated Learning
​ The workflow of the Fed2KD framework. Red arrows indicate the knowledge distillation direction. Invention Summary: Current contact tracing reporting platforms for infectious diseases are limited by their reactive nature, centralized approach, use of GPS, and privacy risk due to exchange of user data. Existing federated learning (FL) frameworks...
Published: 4/21/2024   |   Inventor(s): Dario Pompili, Chuanneng Sun
Keywords(s):  
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > COVID-19, Technology Classifications > Software & Algorithms
Automated Pain Detection in Pediatric Care
uot;Times New Roman",serif; font-size:12pt">Unmet Need: Continuous pain assessment in infants Continuing advances in intensive care have made it possible for premature infants to survive outside the uterus in Neonatal Intensive Care Unit (NICU) even at very early stages of development. Infants in the NICU may receive an estimated 10-14 painful...
Published: 6/27/2022   |   Inventor(s): Subhanshu Gupta, Huan Hu, Martin Schiavenato
Keywords(s):  
Category(s): Technologies > Health & Well-being > Health-IT, Technologies > Health & Well-being > Medical Devices, Technologies > Energy & Environment > Computer Hardware/Software, Technologies > Energy & Environment > Electrical/Electronics
Rapid and High Yield Reduction of CO2 to Commercially Valuable Multi Carbon Products
Rapid and High Yield Reduction of CO2 to Commercially Valuable Multi Carbon Products Princeton Docket # 18-3372-1 The laboratory of Prof. Andrew Bocarsly has created a collection of alloy electrodes capable of reducing CO2 to high value multi-carbon products in a fast, efficient, and high yield manner that is industrially attractive for CO2...
Published: 10/18/2023   |   Inventor(s): Aubrey Paris, Sonja Francis, An Chu, Andrew Bocarsly
Keywords(s):  
Category(s): Chemistry