Common computational methods for automated eye movement detection – i.e. the task of detecting different types of eye movement in a continuous stream of gaze data – are limited in that they either involve thresholding on hand-crafted signal features, require individual detectors each only detecting a single movement, or require pre-segmented data. We propose a novel approach for eye movement de...