GlucoseHD: Predicting Glucose Levels Using Hyperdimensional Computing

Editor’s notes: This article proposes an efficient algorithm to predict glucose levels using hyperdimensional computing. Highly accurate glucose level (GL) predictions are of critical importance for people affected by type 1 diabetes. To address this, the article proposes GlucoseHD, a hyperdimensional computing (HDC)-based approach for accurate GL predictions with limited computing and memory budgets. —Ganapati Bhat, Washington State University, USA Pietro Mercati, Intel Labs, USA