Projektnummer

0071159

Zusammenfassung

CLAM: Neuromorphic Cognitive Localization and MappingThe formation of rich cognitive maps for physical and conceptualspaces is a fundamental aspect of higher cognition and a keycharacteristic distinguishing human general intelligence from currentmachine learning approaches. As a step towards neuromorphic cognitivemapping, we propose a novel class of neuromorphic systems inspired byrecent theoretical advances in hyperdimensional computing and evidencefrom the entorhinal cortex, a vital component of the brain'snavigation system.The proposed approach uses a sparse, brain-inspired hyperdimensional...