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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

  • Asko O, Volehaugen V, Leske S, Funderud I, Llorens A, Ivanovic J, Meling TR, Larsson PG, Knight RT, Endestad T, Solbakk AK, Blenkmann AO. Predictive encoding of deviant tone sequences in the human prefrontal cortex. MMN 2024 [pdf]
  • 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, P?l Gunnar Larsson, Tristan Bekinschtein, Silvia Kochen, Robert T Knight, Jim T?rresen, 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]

 

  • 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] (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.
  • Rezende Carvalho, Vinicius; Mendes, Eduardo Mazoni; Fallah, Aria; Sejnowski, Terrence J.; Comstock, Lindy & Lainscsek, Claudia (2024). Decoding imagined speech with delay differential analysis. Frontiers in Human Neuroscience. ISSN 1662-5161. 18. doi: 10.3389/fnhum.2024.1398065.
  • Lainscsek, Claudia; Salami, Pariya; Rezende Carvalho, Vinicius; Mendes, Eduardo Mazoni; Fan, Miaolin & Cash, Sydney [Show all 7 contributors for this article] (2023). Network-motif delay differential analysis of brain activity during seizures. Chaos. ISSN 1054-1500. 33(12). doi: 10.1063/5.0165904. Full text in Research Archive
  • 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
  • Weber, Jan; Iwama, Gabriela; Solbakk, Anne-Kristin; Blenkmann, Alejandro Omar; Larsson, P?l 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 (PNAS). ISSN 0027-8424. 120(28). doi: 10.1073/pnas.2220523120. Full text in Research Archive
  • Anais, Llorens; Bellier, Ludovic; Blenkmann, Alejandro Omar; Ivanovic, Jugoslav; Larsson, P?l 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
  • 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, P?l 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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  • Leske, Sabine Liliana; Endestad, Tor; Volehaugen, Vegard Akselsson; Foldal, Maja Dyhre; Blenkmann, Alejandro Omar & Solbakk, Anne-Kristin [Show all 7 contributors for this article] (2024). Predicting the Beat Bin: Beta Oscillations Predict the Envelope Sharpness in a Rhythmic Sequence .
  • Solli, Sandra; Danielsen, Anne; Leske, Sabine Liliana; Blenkmann, Alejandro Omar; Doelling, Keith & Solbakk, Anne-Kristin [Show all 7 contributors for this article] (2024). Rhythm-based temporal expectations: Unique contributions of predictability and periodicity.
  • Asko, Olgerta; Volehaugen, Vegard Akselsson; Leske, Sabine Liliana; Funderud, Ingrid; Llorens, Ana?s & Ivanovic, Jugoslav [Show all 12 contributors for this article] (2024). Predictive encoding of deviant tone sequences in the human prefrontal cortex.
  • Volehaugen, Vegard Akselsson; Leske, Sabine Liliana; Funderud, Ingerid; Rezende Carvalho, Vinicius; Endestad, Tor & Solbakk, Anne-Kristin [Show all 7 contributors for this article] (2024). Unheard Surprises: Attention-Dependent Neocortical Dynamics Following Unexpected Omissions Revealed by Intracranial EEG.
  • Blenkmann, Alejandro Omar (2024). Audiopred Project: Neurophysiological mechanisms of auditory predictions.
  • Basiński, Krzysztof; Dom?alski, Tomasz & Blenkmann, Alejandro Omar (2024). The effect of harmonicity on mismatch negativity responses to different auditory features.
  • Asko, Olgerta; Volehaugen, Vegard Akselsson; Leske, Sabine Liliana; Funderud, Ingrid; Anais, Llorens & Ivanovic, Jugoslav [Show all 12 contributors for this article] (2024). Predictive encoding of deviant tone sequences in the human prefrontal cortex.
  • Rezende Carvalho, Vinicius (2024). Da trajetória acadêmica à experiência no exterior (From academic trajectory to experience abroad).
  • Rezende Carvalho, Vinicius; Collavini, Santiago; Kochen, Silvia; Solbakk, Anne-Kristin & Blenkmann, Alejandro Omar (2024). Single-neuron responses to a multifeature oddball paradigm.
  • Solbakk, Anne-Kristin; Hope, Mikael; Solli, Sandra; Leske, Sabine Liliana; Foldal, Maja Dyhre & Blenkmann, Alejandro Omar (2024). Research seminar .
  • Blenkmann, Alejandro Omar (2024). Electrophysiological correlates of auditory regularity expectations and violations at short and long temporal scales: Studies in intracranial EEG and prefrontal cortex lesion patients.
  • Blenkmann, Alejandro Omar; Leske, Sabine Liliana; Llorens, Anais; Lin, Jack J.; Chang, Edward & Brunner, Peter [Show all 12 contributors for this article] (2024). Anatomical registration of intracranial electrodes.
  • Blenkmann, Alejandro Omar; Volehaugen, Vegard Akselsson; Rezende Carvalho, Vinicius; Leske, Sabine Liliana; Llorens, Anais & Funderud, Ingrid [Show all 14 contributors for this article] (2024). An intracranial EEG study on auditory deviance detection.
  • Blenkmann, Alejandro Omar (2024). The role of the Orbitofrontal Cortex in building predictions and detecting violations.
  • Rezende Carvalho, Vinicius; Collavini, Santiago; Kochen, Silvia; Solbakk, Anne-Kristin & Blenkmann, Alejandro Omar (2024). Human single-neuron responses to a local-global oddball paradigm.
  • Solli, Sandra; Danielsen, Anne; Leske, Sabine Liliana; Blenkmann, Alejandro Omar; Doelling, Keith & Solbakk, Anne-Kristin [Show all 7 contributors for this article] (2024). Rhythm-based temporal expectations: Unique contributions of predictability and periodicity.
  • 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.
  • 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.
  • Solbakk, Anne-Kristin; Blenkmann, Alejandro Omar; Leske, Sabine Liliana & Endestad, Tor (2023). Orbitofrontal lesion impacts formation of auditory expectations.
  • Blenkmann, Alejandro Omar & Puppio, Daniel (2023). Interview at "La Ma?ana de la Radio" FM 97.3. [Radio]. Neuquen, Argentina.
  • 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). Altered hierarchical auditory predictive processing after lesions to the orbitofrontal cortex - Quantifying Evoked Responses through Encoded Information.
  • Blenkmann, Alejandro Omar (2023). Neurophysiological Mechanisms of Human Auditory Predictions: From population- to single neuron recordings.
  • Bonetti, Leonardo; Foldal, Maja Dyhre; Leske, Sabine Liliana; Asko, Olgerta; Volehaugen, Vegard Akselsson & Solli, Sandra [Show all 7 contributors for this article] (2023). Auditory perception, memory, and predictions .
  • Fuhrer, Julian & Torgersen, Eivind (2023). Your brain is always looking for patterns . [Internet]. Teknisk Ukeblad.
  • 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? .
  • Solli, Sandra; Danielsen, Anne; Leske, Sabine Liliana; Blenkmann, Alejandro Omar; Solbakk, Anne-Kristin & Endestad, Tor (2023). Both periodic and aperiodic rhythms facilitate perceptual processing.
  • 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.
  • Blenkmann, Alejandro Omar; Solbakk, Anne-Kristin; Leske, Sabine Liliana; Llorens, Ana?s; Funderud, Ingrid & Larsson, P?l 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.
  • Blenkmann, Alejandro Omar (2023). Expectation and attention in auditory prediction.
  • Blenkmann, Alejandro Omar (2023). Neural correlates of auditory predictions using intracranial EEG.
  • Volehaugen, Vegard; Leske, Sabine Liliana; Funderud, Ingrid; Llorens, Ana?s; 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.
  • 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 .
  • 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 (2022). Auditory deviance detection in the human insula. Evidence from intracranial EEG recordings.
  • Blenkmann, Alejandro Omar; Fuhrer, Julian; Glette, Kyrre; Ivanovic, Jugoslav; Larsson, P?l Gunnar & Bekinschtein, Tristan [Show all 11 contributors for this article] (2022). Direct brain recordings reveal continuous encoding of structure in random stimuli.
  • Fuhrer, Julian; Blenkmann, Alejandro Omar; Endestad, Tor; Solbakk, Anne-Kristin & Glette, Kyrre (2022). Complexity-Based Encoded Information Quantification in Neurophysiological Recordings.
  • Blenkmann, Alejandro Omar (2022). How does the brain process unexpected sounds?
  • Blenkmann, Alejandro Omar; Solbakk, Anne-Kristin; Leske, Sabine Liliana; Llorens, Ana?s; 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, Ana?s & Funderud, Ingrid [Show all 10 contributors for this article] (2022). Altered hierarchical auditory predictive processing after lesions to the orbitofrontal cortex.
  • 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, P?l Gunnar; Bekinschtein, Tristan & Kochen, Silvia [Show all 11 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). Phase Amplitude Coupling (PAC).
  • Leske, Sabine Liliana (2022). Fourier Transform.
  • 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 Nov. 18, 2024 2:54 PM

Participants

Detailed list of participants