This article aims to provide an interpretation of the structure and spatial patterning of the non-ceramic refuse from the Neolithic site of Bylany. The data are considered at three levels: tackling questions of refuse management and deposition in the vicinity of houses; the spatial distribution of refuse within the settlement area as a whole; and the quantity and structure of non-ceramic refuse from a long-term settlement perspective. The analysed assemblage of non-ceramic finds is divided into five categories: chipped stone, polished stone, whetstones, manos/metates, and other stones without use-wear traces. The analysis is based on GIS and multivariate statistics. The spatial distribution and quantity of refuse are analysed with respect to space (in terms of proximity to Neolithic houses and the whole of the excavated settlement area) and time (the duration of settlement in six chronological stages). No deliberate pattern of refuse management was identified in the vicinity of the houses, but the refuse was found to have a tendency towards peripheral grouping within the settled area as a whole. Refuse quantity depends on the number of houses and settlement duration. The negative correlation between the mean density of non-ceramic artefacts per house and the number of houses in corresponding chronological stages may be explained by the interpretation that refuse was commonly deposited within abandoned houses, which would be consistent with ethnoarchaeological observations.