Author: anna

Towards a NeuroSpatial Insight Engine, University of Helsinki, 20.11.2025 The NeuroSpatial Interaction Engine (NSIE) is a novel integrative framework designed to model human-environment interactions through biosignals and brain activity. By combining EEG, heart rate, and wearable sensor data with GeoAI, schema-driven adaptive design, and latent sequence learning, NSIE captures cognitive and affective responses to spatial stimuli. It Read more

Embedding Geography: Spatial Representation Learning for Foundation Models, Aalto University, 14.11.2025 The rise of large-scale pre-trained models, also known as foundation models, has sparked great interest within the geospatial and urban analytics communities. Despite their impressive capabilities, general-purpose foundation models remain limited in performing complex geospatial analyses. This reveals the need for developing dedicated geospatial Read more