2023
DOI: 10.3390/info14020082
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The Grossberg Code: Universal Neural Network Signatures of Perceptual Experience

Abstract: Two universal functional principles of Grossberg’s Adaptive Resonance Theory decipher the brain code of all biological learning and adaptive intelligence. Low-level representations of multisensory stimuli in their immediate environmental context are formed on the basis of bottom-up activation and under the control of top-down matching rules that integrate high-level, long-term traces of contextual configuration. These universal coding principles lead to the establishment of lasting brain signatures of perceptu… Show more

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Cited by 3 publications
(3 citation statements)
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“…To distinguish this perspective from emergent materialism, we can provide more general insights into the ontology of consciousness and propose that awareness manifests as a continuum of increasing richness in all physical processes. This method called a meta-synthesis, can be called a generic resonance theory (Grossberg, 2012;Dresp-Langley, 2023).…”
Section: The Combination Problemmentioning
confidence: 99%
“…To distinguish this perspective from emergent materialism, we can provide more general insights into the ontology of consciousness and propose that awareness manifests as a continuum of increasing richness in all physical processes. This method called a meta-synthesis, can be called a generic resonance theory (Grossberg, 2012;Dresp-Langley, 2023).…”
Section: The Combination Problemmentioning
confidence: 99%
“…To distinguish this perspective from emergent materialism, we can provide more general insights into the ontology of consciousness and propose that awareness manifests as a continuum of increasing richness in all physical processes. This method called a meta-synthesis, can be called a generic resonance theory (Grossberg, 2012;Dresp-Langley, 2023).…”
Section: The Combination Problemmentioning
confidence: 99%
“…The term 'focusing attention' describes both the listener's objective task and his or her phenomenal awareness of the task, but not, in general, what focusing does. A general scheme for how attention can prime a signal by suppressing unwanted information is provided by Grossberg's ART theory [7] (p. 18); see Dresp-Langley [8]. ART requires the signal to be learnt, as resonance and top-down matching with memory is required, and in the psycho-acoustic literature cited here, this is the case: only experienced listeners who have memorized the possible tones are used.…”
Section: Introductionmentioning
confidence: 99%