Making Sense of Sleep: Multimodal Sleep Stage Classification in a Large, Diverse Population Using Movement and Cardiac Sensing

Traditionally, sleep monitoring has been performed in hospital or clinic environments, requiring complex and...

Bing Zhai, Ignacio Perez-Pozuelo, Emma A.D. Clifton, Joao Palotti, and Yu Guan. 2020. Making Sense of Sleep: Multimodal Sleep Stage Classification in a Large, Diverse Population Using Movement and Cardiac Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4, 2, Article 67 (June 2020), 33 pages. https://doi.org/10.1145/3397325

Polygonal Unadjusted Langevin Algorithms

Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks. Lim, D-Y. & Sabanis, S. 2021. arXiv:2105.13937 [cs.LG]