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AudioPred - Neurophysiological Mechanisms of Human Auditory Predictions

The ability to predict upcoming events is a core feature of human cognition. AudioPred studies how predictions are computed in the brain.

A rendered, colourful model of the human brain.
Photo: Alejandro Blenkmann

The project "Neurophysiological Mechanisms of Human Auditory Predictions: From population- to single neuron recordings" (AudioPred) contributes to understanding how auditory predictive processes are computed in the human brain. In a broad sense, predictive processes incorporate knowledge from the past to predict future states of the body and the environment, shaping how we perceive the world.

AudioPred is implemented by its project manager, Dr. Alejandro Blenkmann, a core team of researchers at the University of Oslo, and international collaborators (see detailed list on the right).

Methodology

While patients listen to streams of sounds, electrical signals will be recorded directly from individual neurons and groups of thousands of neurons. The signals will be recorded via electrodes already implanted for clinical reasons.

In contrast to other methods, our methodological approach allows us to find out more precisely where in the brain this processing occurs and how it evolves over time.

Objective

Reality as we perceive it is built from the interaction between real-world events and predictions based on our past experiences. The overarching aim of AudioPred is to delineate the neurophysiological basis of auditory predictions.

The project aims to delineate how individual neurons and distinct brain areas play different roles and communicate when encoding auditory regularities, predicting future sounds, and detecting unexpected sounds.

We study the role of distinct brain areas and the different oscillations supporting their communication during:

  1. The omission of predicted stimuli
  2. The prediction of nested regularities
  3. Dynamical changes of predictions
  4. The interaction between attention and predictions
  5. The role of single-unit activity underlying predictions

Publications

Selected publications on Cognitive neuroscience

Selected publications on Novel methods

Pre-prints

Posters

  • Vegard Volehaugen, Sabine Leske, Tor Endestad, Anne-Kristin Solbakk, Alejandro Blenkmann. Violation of rule-based auditory patterns is detected independently of attention. ICON 2022 [pdf]
  • Julian Fuhrer, Kyrre Glette, Jugoslav Ivanovic, Pål Gunnar Larsson, Tristan Bekinschtein, Silvia Kochen, Robert T Knight, Jim Tørresen, Anne-Kristin Solbakk, Tor Endestad, Alejandro Blenkmann. Direct brain recordings reveal continuous encoding of structure in random stimuli. ICON 2022 [pdf]

  • Asko O, Blenkmann AO, Leske S, Llorens A, Foldal DM, Funderud I, Meling TR, Knight RT, Endestad T, Solbakk AK. Altered hierarchical predictive processing after lesions to the orbitofrontal cortex. MMN 2022 [pdf]

 

  • Asko, Olgerta; Blenkmann, Alejandro Omar; Leske, Sabine Liliana; Foldal, Maja Dyhre; Anais, Llorens & Funderud, Ingrid [Show all 10 contributors for this article] (2024). Altered hierarchical auditory predictive processing after lesions to the orbitofrontal cortex. eLIFE. ISSN 2050-084X. 13. doi: 10.7554/eLife.86386.
  • Blenkmann, Alejandro Omar; Leske, Sabine Liliana; Anais, Llorens; Lin, Jack J.; Chang, Edward F. & Brunner, Peter [Show all 12 contributors for this article] (2024). Anatomical registration of intracranial electrodes. Robust model-based localization and deformable smooth brain-shift compensation methods. Journal of Neuroscience Methods. ISSN 0165-0270. 404. doi: 10.1016/j.jneumeth.2024.110056.
  • Weber, Jan; Solbakk, Anne-Kristin; Blenkmann, Alejandro Omar; Anais, Llorens; Funderud, Ingrid & Leske, Sabine Liliana [Show all 11 contributors for this article] (2024). Ramping dynamics and theta oscillations reflect dissociable signatures during rule-guided human behavior. Nature Communications. ISSN 2041-1723. 15(1). doi: 10.1038/s41467-023-44571-7.
  • Asko, Olgerta; Blenkmann, Alejandro Omar; Leske, Sabine Liliana; Foldal, Maja Dyhre; Anais, Llorens & Funderud, Ingrid [Show all 10 contributors for this article] (2023). Altered hierarchical auditory predictive processing after lesions to the orbitofrontal cortex. bioRxiv. ISSN 2692-8205. doi: 10.1101/2023.01.04.521570.
  • Fuhrer, Julian; Glette, Kyrre; Anais, Llorens; Endestad, Tor; Solbakk, Anne-Kristin & Blenkmann, Alejandro Omar (2023). Quantifying evoked responses through information-theoretical measures. Frontiers in Neuroinformatics. ISSN 1662-5196. 17. doi: 10.3389/fninf.2023.1128866. Full text in Research Archive
  • Anais, Llorens; Bellier, Ludovic; Blenkmann, Alejandro Omar; Ivanovic, Jugoslav; Larsson, Pål Gunnar & Lin, Jack J. [Show all 9 contributors for this article] (2023). Decision and response monitoring during working memory are sequentially represented in the human insula. iScience. ISSN 2589-0042. 26(10). doi: 10.1016/j.isci.2023.107653. Full text in Research Archive
  • Weber, Jan; Iwama, Gabriela; Solbakk, Anne-Kristin; Blenkmann, Alejandro Omar; Larsson, Pål Gunnar & Ivanovic, Jugoslav [Show all 9 contributors for this article] (2023). Subspace partitioning in the human prefrontal cortex resolves cognitive interference. Proceedings of the National Academy of Sciences of the United States of America. ISSN 0027-8424. 120(28). doi: 10.1073/pnas.2220523120. Full text in Research Archive
  • Fuhrer, Julian; Blenkmann, Alejandro Omar; Endestad, Tor; Solbakk, Anne-Kristin & Glette, Kyrre (2022). Complexity-based Encoded Information Quantification in Neurophysiological Recordings. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). ISSN 2694-0604. p. 2319–2323. doi: 10.1109/EMBC48229.2022.9871501.
  • Blenkmann, Alejandro Omar; Solbakk, Anne-Kristin; Ivanovic, Jugoslav; Larsson, Pål Gunnar; Knight, Robert Thomas & Endestad, Tor (2022). Modeling intracranial electrodes. A simulation platform for the evaluation of localization algorithms. Frontiers in Neuroinformatics. ISSN 1662-5196. 16, p. 1–20. doi: 10.3389/fninf.2022.788685. Full text in Research Archive

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  • Rezende Carvalho, Vinicius; Mendes, Eduardo Mazoni; Cash, Sydney & Moraes, Márcio (2023). Auditory steady-state responses with stereoelectroencephalography: distribution and relation to seizure onset zone.
  • Blenkmann, Alejandro Omar (2023). Expectation and attention in auditory prediction.
  • Blenkmann, Alejandro Omar; Ianni, Pablo & Verdugo, Rodrigo (2023). Interview for TV show "Salud en Movimiento", Radio Television Neuquén. [TV]. Neuquen, Argentina.
  • Blenkmann, Alejandro Omar (2023). Neural correlates of auditory predictions using intracranial EEG.
  • Blenkmann, Alejandro Omar (2023). Altered hierarchical auditory predictive processing after lesions to the orbitofrontal cortex - Quantifying Evoked Responses through Encoded Information.
  • Blenkmann, Alejandro Omar & Puppio, Daniel (2023). Interview at "La Mañana de la Radio" FM 97.3. [Radio]. Neuquen, Argentina.
  • Asko, Olgerta; Solbakk, Anne-Kristin; Leske, Sabine Liliana; Meling, Torstein Ragnar; Knight, Robert T. & Endestad, Tor [Show all 7 contributors for this article] (2023). The orbitofrontal cortex (OFC) has a critical role in the generation of high-level expectations.
  • Asko, Olgerta; Solbakk, Anne-Kristin; Leske, Sabine Liliana; Meling, Torstein Ragnar; Knight, Robert T. & Endestad, Tor [Show all 7 contributors for this article] (2023). Orbitofrontal lesion impacts formation of auditory expectations.
  • Blenkmann, Alejandro Omar; Solbakk, Anne-Kristin; Leske, Sabine Liliana; Llorens, Anaïs; Funderud, Ingrid & Larsson, Pål Gunnar [Show all 10 contributors for this article] (2023). Temporal and precentral brain activity in automatic auditory deviance detection. Evidence from human intracranial EEG recordings.
  • Solbakk, Anne-Kristin; Blenkmann, Alejandro Omar; Leske, Sabine Liliana & Endestad, Tor (2023). Orbitofrontal lesion impacts formation of auditory expectations.
  • Solli, Sandra; Danielsen, Anne; Leske, Sabine Liliana; Blenkmann, Alejandro Omar; Solbakk, Anne-Kristin & Endestad, Tor (2023). Periodic vs Aperiodic Temporal Predictions: Shared or Separate Mechanisms? .
  • Rezende Carvalho, Vinicius; Collavini, Santiago; Kochen, Silvia; Solbakk, Anne-Kristin & Blenkmann, Alejandro Omar (2023). Single-neuron responses to a multifeature oddball paradigm.
  • Leske, Sabine Liliana; Endestad, Tor; Volehaugen, Vegard; Foldal, Maja Dyhre; Blenkmann, Alejandro Omar & Solbakk, Anne-Kristin [Show all 7 contributors for this article] (2023). Predicting the Beat Bin – Beta Oscillations Support Top-Down Prediction of The Temporal Precision of a Beat .
  • Blenkmann, Alejandro Omar; Asko, Olgerta; Volehaugen, Vegard; Foldal, Maja Dyhre; Solli, Sandra & Leske, Sabine Liliana [Show all 9 contributors for this article] (2023). Auditory perception, memory, and predictions.
  • Blenkmann, Alejandro Omar & Agrawal, Rahul Omprakash (2023). Intracranial Electrode Localization workshop.
  • Volehaugen, Vegard; Leske, Sabine Liliana; Funderud, Ingrid; Llorens, Anaïs; Carvalho, Vinicius Rezende & Endestad, Tor [Show all 8 contributors for this article] (2023). Echoes of the unheard: An intracranial electrophysiology study of expectation and attention in auditory omission processing.
  • Solli, Sandra; Danielsen, Anne; Leske, Sabine Liliana; Blenkmann, Alejandro Omar; Solbakk, Anne-Kristin & Endestad, Tor (2023). Both periodic and aperiodic rhythms facilitate perceptual processing.
  • Blenkmann, Alejandro Omar (2023). Neurophysiological Mechanisms of Human Auditory Predictions: From population- to single neuron recordings.
  • Malmierca, Manuel S.; Auksztulewicz, Ryszard; Teichert, Tobias; Blenkmann, Alejandro Omar & Melloni, Lucia (2022). The Neuronal basis of predictive coding: Evidence from brain studies across species.
  • Fuhrer, Julian; Blenkmann, Alejandro Omar; Endestad, Tor; Solbakk, Anne-Kristin & Glette, Kyrre (2022). Complexity-Based Encoded Information Quantification in Neurophysiological Recordings.
  • Volehaugen, Vegard; Leske, Sabine Liliana; Endestad, Tor; Solbakk, Anne-Kristin & Blenkmann, Alejandro Omar (2022). Violation of rule-based auditory patterns is detected independently of attention.
  • Fuhrer, Julian; Glette, Kyrre; Ivanovic, Jugoslav; Larsson, Pål Gunnar; Bekinschtein, Tristan & Kochen, Silvia [Show all 10 contributors for this article] (2022). Direct brain recordings reveal continuous encoding of structure in random stimuli.
  • Blenkmann, Alejandro Omar; Solbakk, Anne-Kristin; Leske, Sabine Liliana; Llorens, Anaïs; Funderud, Ingrid & Collavini, Santiago [Show all 13 contributors for this article] (2022). Human brain network involved in auditory deviance detection. An intracranial EEG study.
  • Asko, Olgerta; Blenkmann, Alejandro Omar; Leske, Sabine Liliana; Foldal, Maja Dyhre; Llorens, Anaïs & Funderud, Ingrid [Show all 10 contributors for this article] (2022). Altered hierarchical auditory predictive processing after lesions to the orbitofrontal cortex.
  • Fuhrer, Julian; Glette, Kyrre; Ivanovic, Jugoslav; Larsson, Pål Gunnar; Bekinschtein, Tristan & Kochen, Silvia [Show all 10 contributors for this article] (2022). Direct brain recordings reveal continuous encoding of structure in random stimuli.
  • Leske, Sabine Liliana (2022). Inter-Trial Coherence (ITC).
  • Leske, Sabine Liliana (2022). Fourier Transform.
  • Leske, Sabine Liliana (2022). Phase Amplitude Coupling (PAC).
  • Blenkmann, Alejandro Omar (2022). How does the brain process unexpected sounds?
  • Blenkmann, Alejandro Omar (2021). Electrode localization in intracranial EEG. From simulations to novel electrode localization and brain-shift correction algorithms. .
  • Blenkmann, Alejandro Omar (2021). Some advances in neuroscience using intracranial EEG recordings.

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Published May 31, 2021 11:12 AM - Last modified Mar. 7, 2024 10:03 AM

Participants

Detailed list of participants