Reviews: Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference

The paper is fairly clear and proposes a novel biologically inspired model for spike localization. Largely, it is well-down, and provides new paths for exploring the link between individual neurons and electrophysiological properties. It could be used later on for identifying properties of subtypes of neurons and their biological role, for instance, by matching multiple sensing techniques. However, there are a few issues. To me, it's unclear why the data augmentation is truly necessary.