Decomposing delta, theta, and alpha time-frequency ERP activity from a visual oddball task using PCA.
paper
Cited
Public
Unavailable
- Authors
- Bernat, Edward M; Malone, Stephen M; Williams, William J; Patrick, Christopher J; Iacono, William G
- Year
- 2007
- Journal
- International journal of psychophysiology : official journal of the International Organization of Psychophysiology
- PMID
- 17027110
- DOI
- 10.1016/j.ijpsycho.2006.07.015
- PMCID
- PMC2276568
OBJECTIVE: Time-frequency (TF) analysis has become an important tool for assessing electrical and magnetic brain activity from event-related paradigms. In electrical potential data, theta and delta activities have been shown to underlie P300 activity, and alpha has been shown to be inhibited during P300 activity. Measures of delta, theta, and alpha activity are commonly taken from TF surfaces. However, methods for extracting relevant activity do not commonly go beyond taking means of windows on the surface, analogous to measuring activity within a defined P300 window in time-only signal representations. The current objective was to use a data driven method to derive relevant TF components from event-related potential data from a large number of participants in an oddball paradigm. METHODS: A recently developed PCA approach was employed to extract TF components [Bernat, E. M., Williams, W. J., and Gehring, W. J. (2005). Decomposing ERP time-frequency energy using PCA. Clin Neurophysiol, 116(6), 1314-1334] from an ERP dataset of 2068 17 year olds (979 males). TF activity was taken from both individual trials and condition averages. Activity including frequencies ranging from 0 to 14 Hz and time ranging from stimulus onset to 1312.5 ms were decomposed. RESULTS: A coordinated set of time-frequency events was apparent across the decompositions. Similar TF components representing earlier theta followed by delta were extracted from both individual trials and averaged data. Alpha activity, as predicted, was apparent only when time-frequency surfaces were generated from trial level data, and was characterized by a reduction during the P300. CONCLUSIONS: Theta, delta, and alpha activities were extracted with predictable time-courses. Notably, this approach was effective at characterizing data from a single-electrode. Finally, decomposition of TF data generated from individual trials and condition averages produced similar results, but with predictable differences. Specifically, trial level data evidenced more and more varied theta measures, and accounted for less overall variance.
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| Title | Authors | Journal | Year | Link |
|---|---|---|---|---|
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| A Comparison of Approaches for Motion Artifact Removal from Wireless Mobile EEG During Overground Running. | Ledwidge PS et al. | β | 2025 | β |
| Oscillatory and Aperiodic Contributions to EEG Event-Related Time-Frequency Metrics During Cognitive Control and Reinforcement Processing: A Registered Report. | Rawls E et al. | β | 2025 | β |
| The influence of social status and promise levels in trust games: An Event-Related Potential (ERP) study. | Li M et al. | β | 2025 | β |
| MEDIAL FRONTAL THETA (MFT) AS A PREDICTOR OF ANXIETY SENSITIVITY TREATMENT RESPONSE | Ellis J et al. | β | 2024 | β |
| The neural correlates of reinforcement sensitivity theory: A systematic review of the frontal asymmetry and spectral power literature. | Firth J et al. | β | 2024 | β |
| Discrimination of auditory verbal hallucination in schizophrenia based on EEG brain networks. | Wang J et al. | β | 2023 | β |
| Expending effort may share neural responses with reward and evokes high subjective satisfaction. | Pan W et al. | β | 2023 | β |
| Longitudinal stability and change in time-frequency measures from an oddball task during adolescence and early adulthood. | Malone SM et al. | β | 2023 | β |
| Neural correlates of perceptual texture change during active touch. | Henderson J et al. | β | 2023 | β |
| A P300-Detection Method Based on Logistic Regression and a Convolutional Neural Network. | Li Q et al. | β | 2022 | β |
| A practical introduction to EEG Time-Frequency Principal Components Analysis (TF-PCA). | Buzzell GA et al. | β | 2022 | β |
| A study of longitudinal trends in time-frequency transformations of EEG data during a learning experiment. | Boland J et al. | β | 2022 | β |
| Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis. | Chatzichristos C et al. | β | 2022 | β |
| Modulation of the cognitive event-related potential P3 by transcranial direct current stimulation: Systematic review and meta-analysis. | Mendes AJ et al. | β | 2022 | β |
| Alteration of Behavioral Inhibitory Control in High-Altitude Immigrants. | Wang J et al. | β | 2021 | β |
| Blind Visualization of Task-Related Networks From Visual Oddball Simultaneous EEG-fMRI Data: Spectral or Spatiospectral Model? | Labounek R et al. | β | 2021 | β |
| EEG in motion: Using an oddball task to explore motor interference in active skateboarding. | Robles D et al. | β | 2021 | β |
| EEG measures for clinical research in major vascular cognitive impairment: recommendations by an expert panel. | Babiloni C et al. | β | 2021 | β |
| Electrophysiological Correlates of Social Decision-making: An EEG Investigation of a Modified Ultimatum Game. | Moore M et al. | β | 2021 | β |
| Emotion and Brain Oscillations: High Arousal is Associated with Decreases in Alpha- and Lower Beta-Band Power. | Schubring D et al. | β | 2021 | β |
| Exploring a sustainable building's impact on occupant mental health and cognitive function in a virtual environment. | Hu M et al. | β | 2021 | β |
| Hidden wounds of violence: Abnormal motor oscillatory brain activity is related to posttraumatic stress symptoms. | Lobo I et al. | β | 2021 | β |
| Single-trial modeling separates multiple overlapping prediction errors during reward processing in human EEG. | Hoy CW et al. | β | 2021 | β |
| A review of theta oscillation and its functional correlates. | KarakaΕ S | β | 2020 | β |
| Differential changes in visual and auditory event-related oscillations in dementia with Lewy bodies. | Rosenblum Y et al. | β | 2020 | β |
| Group task-related component analysis (gTRCA): a multivariate method for inter-trial reproducibility and inter-subject similarity maximization for EEG data analysis. | Tanaka H | β | 2020 | β |
| Objective Extraction of Evoked Event-Related Oscillation from Time-Frequency Representation of Event-Related Potentials. | Zhang G et al. | β | 2020 | β |
| Affective picture processing: Alpha- and lower beta-band desynchronization reflects emotional arousal. | Schubring D et al. | β | 2019 | β |
| Neither wrong nor right: Theta and delta power increase during performance monitoring under conditions of uncertainty. | Sandre A et al. | β | 2019 | β |
| Neural Dynamics Underlying the Evaluation Process of Ambiguous Options During Reward-Related Decision-Making. | Zhu C et al. | β | 2019 | β |
| Neural Evidence of Superior Memory: How to Capture Brain Activities of Encoding Processes Underlying Superior Memory. | Yoon JS et al. | β | 2019 | β |
| Search asymmetry in a serial auditory task: Neural source analyses of EEG implicate attention strategies. | Blundon EG et al. | β | 2019 | β |
| Target-related parietal P3 and medial frontal theta index the genetic risk for problematic substance use. | Harper J et al. | β | 2019 | β |
| Anxiety and feedback processing in a gambling task: Contributions of time-frequency theta and delta. | Ellis JS et al. | β | 2018 | β |
| Beyond the FRN: Broadening the time-course of EEG and ERP components implicated in reward processing. | Glazer JE et al. | β | 2018 | β |
| Brain oscillations reflecting pain-related behavior in freely moving rats. | Peng W et al. | β | 2018 | β |
| Cognitive Impairment in Parkinson's Disease Is Reflected with Gradual Decrease of EEG Delta Responses during Auditory Discrimination. | GΓΌntekin B et al. | β | 2018 | β |
| Different Contexts in the Oddball Paradigm Induce Distinct Brain Networks in Generating the P300. | Li F et al. | β | 2018 | β |
| Effects of reward context on feedback processing as indexed by time-frequency analysis. | Watts ATM et al. | β | 2018 | β |
| Independent contributions of theta and delta time-frequency activity to the visual oddball P3b. | Bachman MD et al. | β | 2018 | β |
| Quantifying fast optical signal and event-related potential relationships during a visual oddball task. | Proulx N et al. | β | 2018 | β |
| A brief historical perspective on the advent of brain oscillations in the biological and psychological disciplines. | KarakaΕ S et al. | β | 2017 | β |
| Affective pictures processing is reflected by an increased long-distance EEG connectivity. | GΓΌntekin B et al. | β | 2017 | β |
| Expectancy effects in feedback processing are explained primarily by time-frequency delta not theta. | Watts ATM et al. | β | 2017 | β |
| The Frontal Area with Higher Frequency Response Is the Principal Feature of Laser-Evoked Potentials in Rats with Chronic Inflammatory Pain: A Parallel Factor Analysis Study. | Wang J et al. | β | 2017 | β |
| Theta- and delta-band EEG network dynamics during a novelty oddball task. | Harper J et al. | β | 2017 | β |
| Time-frequency phase-synchrony approaches with ERPs. | Aviyente S et al. | β | 2017 | β |
| Classification of EEG Single Trial Microstates Using Local Global Graphs and Discrete Hidden Markov Models. | Michalopoulos K et al. | β | 2016 | β |
| Decrease of delta oscillatory responses is associated with increased age in healthy elderly. | Emek-SavaΕ DD et al. | β | 2016 | β |
| Frontal delta event-related oscillations relate to frontal volume in mild cognitive impairment and healthy controls. | Yener GG et al. | β | 2016 | β |
| Genetic effects on source level evoked and induced oscillatory brain responses in a visual oddball task. | Antonakakis M et al. | β | 2016 | β |
| Neural correlates of multimodal metaphor comprehension: Evidence from event-related potentials and time-frequency decompositions. | Ma Q et al. | β | 2016 | β |
| Neural Correlates of Task Cost for Stance Control with an Additional Motor Task: Phase-Locked Electroencephalogram Responses. | Hwang IS et al. | β | 2016 | β |
| One-year developmental stability and covariance among oddball, novelty, go/no-go, and flanker event-related potentials in adolescence: A monozygotic twin study. | Burwell SJ et al. | β | 2016 | β |
| Oscillatory profiles of positive, negative and neutral feedback stimuli during adaptive decision making. | Li P et al. | β | 2016 | β |
| Review of evoked and event-related delta responses in the human brain. | GΓΌntekin B et al. | β | 2016 | β |
| Stimulus sequence context differentially modulates inhibition-related theta and delta band activity in a go/no-go task. | Harper J et al. | β | 2016 | β |
| To Know or Not to Know? Theta and Delta Reflect Complementary Information about an Advanced Cue before Feedback in Decision-Making. | Wang J et al. | β | 2016 | β |
| Advances in Electrophysiological Research. | Kamarajan C et al. | β | 2015 | β |
| Human oscillatory activity in near-miss events. | Alicart H et al. | β | 2015 | β |
| Longitudinal stability and predictive utility of the visual P3 response in adults with externalizing psychopathology. | Yoon HH et al. | β | 2015 | β |
| Mortality salience modulates cortical responses to painful somatosensory stimulation: Evidence from slow wave and delta band activity. | Valentini E et al. | β | 2015 | β |
| Multiple linear regression to estimate time-frequency electrophysiological responses in single trials. | Hu L et al. | β | 2015 | β |
| Time-frequency theta and delta measures index separable components of feedback processing in a gambling task. | Bernat EM et al. | β | 2015 | β |
| Auditory event-related potentials and Ξ± oscillations in the psychosis prodrome: neuronal generator patterns during a novelty oddball task. | Kayser J et al. | β | 2014 | β |
| Does electroencephalogram phase variability account for reduced P3 brain potential in externalizing disorders? | Burwell SJ et al. | β | 2014 | β |
| Neural basis of postural focus effect on concurrent postural and motor tasks: phase-locked electroencephalogram responses. | Huang CY et al. | β | 2014 | β |
| Theta and delta band activity explain N2 and P3 ERP component activity in a go/no-go task. | Harper J et al. | β | 2014 | β |
| Time-frequency analysis of the event-related potentials associated with the Stroop test. | Ergen M et al. | β | 2014 | β |
| Association between P3 event-related potential amplitude and externalizing disorders: a time-domain and time-frequency investigation of 29-year-old adults. | Yoon HH et al. | β | 2013 | β |
| Event-related delta, theta, alpha and gamma correlates to auditory oddball processing during Vipassana meditation. | Cahn BR et al. | β | 2013 | β |
| Relationship between oscillatory neuronal activity during reward processing and trait impulsivity and sensation seeking. | Leicht G et al. | β | 2013 | β |
| Separable processes before, during, and after the N400 elicited by previously inferred and new information: evidence from time-frequency decompositions. | Steele VR et al. | β | 2013 | β |
| A signal-processing-based approach to time-varying graph analysis for dynamic brain network identification. | Mutlu AY et al. | β | 2012 | β |
| Detection of attention shift for asynchronous P300-based BCI. | Liu Y et al. | β | 2012 | β |
| Stop-event-related potentials from intracranial electrodes reveal a key role of premotor and motor cortices in stopping ongoing movements. | Mattia M et al. | β | 2012 | β |
| Alcohol impairs brain reactivity to explicit loss feedback. | Nelson LD et al. | β | 2011 | β |
| Cross-modal phase reset predicts auditory task performance in humans. | Thorne JD et al. | β | 2011 | β |
| Externalizing psychopathology and gain-loss feedback in a simulated gambling task: dissociable components of brain response revealed by time-frequency analysis. | Bernat EM et al. | β | 2011 | β |
| Intertrial coherence and causal interaction among independent EEG components. | Zervakis M et al. | β | 2011 | β |
| Learning to multitask: effects of video game practice on electrophysiological indices of attention and resource allocation. | Maclin EL et al. | β | 2011 | β |
| Reciprocal dynamics of EEG alpha and delta oscillations during spontaneous blinking at rest: a survey on a default mode-based visuo-spatial awareness. | Bonfiglio L et al. | β | 2011 | β |
| A new interpretation of P300 responses upon analysis of coherences. | GΓΌntekin B et al. | β | 2010 | β |
| Brain electrophysiological endophenotypes for externalizing psychopathology: a multivariate approach. | Gilmore CS et al. | β | 2010 | β |
| EEG signatures of auditory activity correlate with simultaneously recorded fMRI responses in humans. | Mayhew SD et al. | β | 2010 | β |
| For distinguished contributions to psychophysiology: William G. Iacono. | Miller GA | β | 2010 | β |
| Phase entrainment of human delta oscillations can mediate the effects of expectation on reaction speed. | Stefanics G et al. | β | 2010 | β |
| Relationship between the P3 event-related potential, its associated time-frequency components, and externalizing psychopathology. | Gilmore CS et al. | β | 2010 | β |
| Time-Frequency Data Reduction for Event Related Potentials: Combining Principal Component Analysis and Matching Pursuit. | Aviyente S et al. | β | 2010 | β |
| Activity detection and causal interaction analysis among independent EEG components from memory related tasks. | Michalopoulos K et al. | β | 2009 | β |
| The effects of childhood disruptive disorder comorbidity on P3 event-related brain potentials in preadolescents with ADHD. | Yoon HH et al. | β | 2008 | β |