Towards hierarchical predictive coding with spiking neurons and dendritic errors
Fabian Mikulasch,Lucas Rudelt,Michael Wibral,Viola Priesemann · COSYNE 2022
Hierarchical predictive coding (hPC) is one of the major theories of sensory processing and cortical computation. It provides a comprehensive explanation of the role of top-down connections in cortex, by proposing how they can guide sensory processing, and has inspired many experimental studies, ranging from electrophysiological studies of individual neurons to high-level studies of cognitive computation. Still, after twenty years of research, important questions remain open: Experimental evidence for error units, which are central to the theory, is inconclusive, and little theoretical work ex
Fri, Mar 18, 2022