The Grossberg Code: Universal Neural Network Signatures of Perceptual Experience

Two universal functional principles of Adaptive Resonance Theory simulate the brain code all biological learning and adaptive intelligence. Low level representations multisensory stimuli in their immediate environmental context are formed on basis bottom up activation under control top down matching rules that integrate high long term traces contextual configuration. These coding lead to establishment lasting signatures perceptual experience living species, from aplysiae primates. They revisited this paper here examples drawn original some most recent related empirical findings modulation brain, highlighting potential Grossberg's pioneering insights groundbreaking theoretical work for intelligent solutions domain developmental cognitive robotics.