Kavli Affiliate: Kristina Nielsen Loyal Goff | Authors: Soraia Barao, Yijun Xu, Rachel Vistein, Loyal Goff, Kristina Nielsen, Byoung-Il Bae, Richard S. Smith, Christopher A Walsh, Genevieve Stein O Brien and Ulrich Muller | Summary: The mammalian neocortex differs vastly in size and complexity between mammalian species, yet the mechanisms that lead to an increase […]
Kavli Affiliate: Cees Dekker | First 5 Authors: Aleksandre Japaridze, Victor Struijk, Kushal Swamy, Irek Roslon, Oriel Shoshani | Summary: Synchronization plays a crucial role in the dynamics of living organisms, from fireflies flashing in unison to pacemaker cells that jointly generate heartbeats. Uncovering the mechanism behind these phenomena requires an understanding of individual biological […]
Kavli Affiliate: Feng Wang | First 5 Authors: Feng Wang, M. Cenk Gursoy, Senem Velipasalar, , | Summary: In this paper, we propose feature-based federated transfer learning as a novel approach to improve communication efficiency by reducing the uplink payload by multiple orders of magnitude compared to that of existing approaches in federated learning and […]