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Published on: October 29, 2018
Mismatch negativity: A systematic review of the spatiotemporal pattern of adaptation and prediction error in MMN
Jana Harenbrock1, Insa Schlossmacher1, Juanita Todd2
1Institute of Medical Psychology and Systems Neuroscience, University of Münster, Münster 48149, Germany; Otto Creutzfeldt Center for Cognitive and Behavioral Neuroscience, University of Münster, Münster 48149, Germany.
Abstract:
Since its discovery in the late 1970s, the mismatch negativity (MMN) has sparked a large and still-growing research agenda. The MMN has been assumed to reflect neuronal processes related to the detection of changes in regular sensory input, mainly based on prediction error (PE) generation, i.e., increased responses to unexpected, deviant stimuli. However, alternative models for the PE account, for example, suggest that the MMN is mainly based on adaptation to standard stimuli. This systematic review focuses on studies that aim to reveal the mechanisms that shape the MMN using methodological approaches such as suitable control conditions, dynamic causal modeling (DCM), and neurocomputational modeling. We searched for all suitable studies and tried to identify the spatiotemporal pattern associated with possible different mechanisms of MMN generation. Results of the review indicate that adaptation- and PE-related processes display amplitude maxima at different time points (adaptation occurring earlier, prediction later) within the MMN time window across sensory modalities, experimental variations (such as oddball paradigm, oddball feature, or task conditions), and analytical approaches. Furthermore, based on reviewed source modeling, DCM studies, and additional discussion of suitable brain imaging data, adaptation-related processes are mainly associated with sensory brain regions. In contrast, PE-related processes are found across the sensory pathways, but predominantly observed in hierarchically higher brain areas in the fronto-parietal and temporal cortex. Based on the reviewed studies and theoretical and methodological considerations, we suggest future directions of research in the field.
Insights
Mismatch negativity (MMN) research explores prediction error (PE) versus adaptation mechanisms. This review finds adaptation occurs earlier than PE, with distinct neural correlates, guiding future MMN studies.
Area of Science:
- Neuroscience
- Cognitive Science
- Auditory Perception
Background:
- The mismatch negativity (MMN) is a brain response to auditory changes.
- It's traditionally linked to prediction error (PE) generation.
- Alternative models propose adaptation to standard stimuli as a key MMN mechanism.
Purpose of the Study:
- To systematically review studies investigating MMN generation mechanisms.
- To differentiate between PE and adaptation models using various methodologies.
- To identify spatiotemporal patterns associated with different MMN generation processes.
Main Methods:
- Systematic literature review.
- Analysis of studies employing control conditions, dynamic causal modeling (DCM), and neurocomputational modeling.
- Examination of spatiotemporal patterns in MMN generation.
Main Results:
- Adaptation and PE processes show distinct temporal dynamics within the MMN window.
- Adaptation-related activity peaks earlier than PE-related activity.
- Adaptation is primarily linked to sensory regions, while PE involves higher fronto-parietal and temporal areas.
Conclusions:
- MMN generation involves both adaptation and PE mechanisms with distinct neural signatures.
- Findings differentiate the roles of sensory and higher-order brain regions in MMN.
- Suggests future research directions for a comprehensive understanding of MMN.
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