Direct Evidence for Prediction Signals in Frontal Cortex Independent of Prediction Error

Author:

Dürschmid Stefan12,Reichert Christoph13,Hinrichs Hermann12456,Heinze Hans-Jochen12456,Kirsch Heidi E7,Knight Robert T8,Deouell Leon Y9

Affiliation:

1. Department of Behavioral Neurology, Leibniz Institute for Neurobiology, Brenneckestr. 6, Magdeburg, Germany

2. Department of Neurology, Otto-von-Guericke University, Leipziger Str. 44, Magdeburg, Germany

3. CBBS—Center of Behavioral Brain Sciences, Otto-von-Guericke University, Universitätsplatz 2, Magdeburg, Germany

4. Stereotactic Neurosurgery, Otto-von-Guericke University, Leipziger Str. 44, Magdeburg, Germany

5. German Center for Neurodegenerative Diseases (DZNE), Leipziger Str. 44, Magdeburg, Germany

6. Forschungscampus STIMULATE, Otto-von-Guericke University, Universitätsplatz 2, Magdeburg, Germany

7. Department of Neurology, University of California, 400 Parnassus Avenue, San Francisco, CA, USA

8. Helen Wills Neuroscience Institute and Department of Psychology, University of California, Berkeley, CA, USA

9. Edmond and Lily Safra Center for Brain Sciences and Department of Psychology, The Hebrew University of Jerusalem, Mount Scopus, Jerusalem, Israel

Abstract

Abstract Predictive coding (PC) has been suggested as one of the main mechanisms used by brains to interact with complex environments. PC theories posit top-down prediction signals, which are compared with actual outcomes, yielding in turn prediction error (PE) signals, which are used, bottom-up, to modify the ensuing predictions. However, disentangling prediction from PE signals has been challenging. Critically, while many studies found indirect evidence for PC in the form of PE signals, direct evidence for the prediction signal is mostly lacking. Here, we provide clear evidence, obtained from intracranial cortical recordings in human surgical patients, that the human lateral prefrontal cortex evinces prediction signals while anticipating an event. Patients listened to task-irrelevant sequences of repetitive tones including infrequent predictable or unpredictable pitch deviants. The broadband high-frequency amplitude (HFA) was decreased prior to the onset of expected relative to unexpected deviants in the frontal cortex only, and its amplitude was sensitive to the increasing likelihood of deviants following longer trains of standards in the unpredictable condition. Single-trial HFA predicted deviations and correlated with poststimulus response to deviations. These results provide direct evidence for frontal cortex prediction signals independent of PE signals.

Funder

NIH

Publisher

Oxford University Press (OUP)

Subject

Cellular and Molecular Neuroscience,Cognitive Neuroscience

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