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pr es s 2 5 2 preprocessing eeg data 235 eeg data  (MathWorks Inc)


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    MathWorks Inc pr es s 2 5 2 preprocessing eeg data 235 eeg data
    Pr Es S 2 5 2 Preprocessing Eeg Data 235 Eeg Data, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 96/100, based on 2341 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/eeg+data+preprocessing/Database+Toolbox/pm41353480-96-6-29
    Average 96 stars, based on 2341 article reviews
    pr es s 2 5 2 preprocessing eeg data 235 eeg data - by Bioz Stars, 2026-10
    96/100 stars

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    Article Title: Impact of Transcutaneous Vagus Nerve Stimulation on Event-related Potentials during a Response Inhibition Task.
    Article Snippet: ■ As an emerging neuromodulation technique, transcutaneous auricular vagus nerve stimulation (taVNS) has shown promise in enhancing cognitive abilities.. The present study used a combination of the go/no-go task and the stop-signal task experimental paradigm to examine the cognitive effects of taVNS on participants’ EEG measures.. Sixty-one healthy participants were randomly assigned to either the stimulation group or the sham group.

    Article Title: Effects of subliminal emotional facial expressions on language comprehension as revealed by event-related brain potentials.
    Article Snippet: After preprocessing EEG data, each condition was exported to Fieldtrip60, an open-source toolbox of Matlab (R2021b, MathWorks, Natick, MA, USA), for further analyses.

    Article Title: M1 large-scale network dynamics support human motor resonance and its plastic reshaping.
    Article Snippet: EEG data preprocessing was performed with MATLAB R2019a (Mathworks, Natick, MA, USA).

    Article Title: Effective connectivity predicts distributed neural coding of perceptual decision confidence, uncertainty and speed
    Article Snippet: In the open dataset, EEG data had been preprocessed using MATLAB.

    Article Title: A framework for quantifying the coupling between brain connectivity and heartbeat dynamics: Insights into the disrupted network physiology in Parkinson's disease
    Article Snippet: EEG data were preprocessed using MATLAB R2022b and Fieldtrip Toolbox (Oostenveld et al., ).

    Article Title: An EEG-EMG dataset from a standardized reaching task for biomarker research in upper limb assessment.
    Article Snippet: Raw EEG data were preprocessed using Matlab R2021b.

    Article Title: The role of engagement and arousal in emotion regulation: an EEG study.
    Article Snippet: Cognitive reappraisal and expressive suppression are well-studied strategies of emotion regulation (ER).. However, the results on their physiological basis are controversial.. While in some studies, ER was accompanied by the inhibition of the nervous system, others suggested that ER even might increase arousal and engagement.

    Article Title: Neural Mechanism of Musical Pleasure Induced by Prediction Errors: An EEG Study
    Article Snippet: The EEG data were preprocessed using MATLAB (MathWorks) and EEGLAB 14.1.1b (Swartz Center for Computational Neuroscience, San Diego, CA, USA) [ ].

    Software:

    Article Title: Impact of Transcutaneous Vagus Nerve Stimulation on Event-related Potentials during a Response Inhibition Task.
    Article Snippet: ■ As an emerging neuromodulation technique, transcutaneous auricular vagus nerve stimulation (taVNS) has shown promise in enhancing cognitive abilities.. The present study used a combination of the go/no-go task and the stop-signal task experimental paradigm to examine the cognitive effects of taVNS on participants’ EEG measures.. Sixty-one healthy participants were randomly assigned to either the stimulation group or the sham group.

    Article Title: Effects of subliminal emotional facial expressions on language comprehension as revealed by event-related brain potentials.
    Article Snippet: After preprocessing EEG data, each condition was exported to Fieldtrip60, an open-source toolbox of Matlab (R2021b, MathWorks, Natick, MA, USA), for further analyses.

    Article Title: M1 large-scale network dynamics support human motor resonance and its plastic reshaping.
    Article Snippet: EEG data preprocessing was performed with MATLAB R2019a (Mathworks, Natick, MA, USA).

    Article Title: Effective connectivity predicts distributed neural coding of perceptual decision confidence, uncertainty and speed
    Article Snippet: In the open dataset, EEG data had been preprocessed using MATLAB.

    Article Title: A framework for quantifying the coupling between brain connectivity and heartbeat dynamics: Insights into the disrupted network physiology in Parkinson's disease
    Article Snippet: EEG data were preprocessed using MATLAB R2022b and Fieldtrip Toolbox (Oostenveld et al., ).

    Article Title: An EEG-EMG dataset from a standardized reaching task for biomarker research in upper limb assessment.
    Article Snippet: Raw EEG data were preprocessed using Matlab R2021b.

    Article Title: The role of engagement and arousal in emotion regulation: an EEG study.
    Article Snippet: Cognitive reappraisal and expressive suppression are well-studied strategies of emotion regulation (ER).. However, the results on their physiological basis are controversial.. While in some studies, ER was accompanied by the inhibition of the nervous system, others suggested that ER even might increase arousal and engagement.

    Article Title: Neural Mechanism of Musical Pleasure Induced by Prediction Errors: An EEG Study
    Article Snippet: The EEG data were preprocessed using MATLAB (MathWorks) and EEGLAB 14.1.1b (Swartz Center for Computational Neuroscience, San Diego, CA, USA) [ ].

    Sampling:

    Article Title: Impact of Transcutaneous Vagus Nerve Stimulation on Event-related Potentials during a Response Inhibition Task.
    Article Snippet: ■ As an emerging neuromodulation technique, transcutaneous auricular vagus nerve stimulation (taVNS) has shown promise in enhancing cognitive abilities.. The present study used a combination of the go/no-go task and the stop-signal task experimental paradigm to examine the cognitive effects of taVNS on participants’ EEG measures.. Sixty-one healthy participants were randomly assigned to either the stimulation group or the sham group.

    Article Title: Effects of subliminal emotional facial expressions on language comprehension as revealed by event-related brain potentials.
    Article Snippet: After preprocessing EEG data, each condition was exported to Fieldtrip60, an open-source toolbox of Matlab (R2021b, MathWorks, Natick, MA, USA), for further analyses.

    Article Title: M1 large-scale network dynamics support human motor resonance and its plastic reshaping.
    Article Snippet: EEG data preprocessing was performed with MATLAB R2019a (Mathworks, Natick, MA, USA).

    Article Title: Effective connectivity predicts distributed neural coding of perceptual decision confidence, uncertainty and speed
    Article Snippet: In the open dataset, EEG data had been preprocessed using MATLAB.

    Article Title: A framework for quantifying the coupling between brain connectivity and heartbeat dynamics: Insights into the disrupted network physiology in Parkinson's disease
    Article Snippet: EEG data were preprocessed using MATLAB R2022b and Fieldtrip Toolbox (Oostenveld et al., ).

    Article Title: An EEG-EMG dataset from a standardized reaching task for biomarker research in upper limb assessment.
    Article Snippet: Raw EEG data were preprocessed using Matlab R2021b.

    Article Title: The role of engagement and arousal in emotion regulation: an EEG study.
    Article Snippet: Cognitive reappraisal and expressive suppression are well-studied strategies of emotion regulation (ER).. However, the results on their physiological basis are controversial.. While in some studies, ER was accompanied by the inhibition of the nervous system, others suggested that ER even might increase arousal and engagement.

    Article Title: Neural Mechanism of Musical Pleasure Induced by Prediction Errors: An EEG Study
    Article Snippet: The EEG data were preprocessed using MATLAB (MathWorks) and EEGLAB 14.1.1b (Swartz Center for Computational Neuroscience, San Diego, CA, USA) [ ].



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    a , Hypnogram of the full night for a single participant. b , Time-frequency representation (spectrogram) of the EEG data recording (exemplary channel Pz). c , Continuously estimated 1/f spectral slope (z-scored over the full recording) from channel Pz. Aperiodic activity was estimated within a one-second sliding window (75% overlap) applied to the whole-night time series recorded from each channel (see Methods for details). Colour code indicates the simultaneously scored sleep stage shown in panel a. The dark vertical line marks the segment enlarged below. d , The inset illustrates the z-scored 1/f slope (upper trace) and z-scored respiratory signal (lower trace) across an exemplary 40-second time window.

    Journal: bioRxiv

    Article Title: Respiratory coordination of excitability states across the human wake-sleep cycle

    doi: 10.1101/2025.06.03.657770

    Figure Lengend Snippet: a , Hypnogram of the full night for a single participant. b , Time-frequency representation (spectrogram) of the EEG data recording (exemplary channel Pz). c , Continuously estimated 1/f spectral slope (z-scored over the full recording) from channel Pz. Aperiodic activity was estimated within a one-second sliding window (75% overlap) applied to the whole-night time series recorded from each channel (see Methods for details). Colour code indicates the simultaneously scored sleep stage shown in panel a. The dark vertical line marks the segment enlarged below. d , The inset illustrates the z-scored 1/f slope (upper trace) and z-scored respiratory signal (lower trace) across an exemplary 40-second time window.

    Article Snippet: All EEG and respiratory data preprocessing was done in Fieldtrip for Matlab [ ].

    Techniques: Activity Assay

    a , Group-level distribution of 1/f slope across polysomnographic stages, averaged across all k = 60 EEG channels and irrespective of respiration phase. Tukey-Kramer-corrected significance is shown relative to wakefulness; full statistical results are provided in the main text. b , Group-level distribution of respiratory rates across stages. Across all pairwise comparisons, only the difference between N1 and SWS was significant ( p = .041, Tukey-Kramer-corrected). c , Polar representation of group-level mean 1/f slope ± SEM across respiration phase per polysomnographic stage, averaged across all k = 60 channels. Coloured dashed lines indicate mean directions of the respective circular distributions. FDR-corrected significance is shown relative to wakefulness; full statistics on differences in mean direction are provided in the main text. d , Polar histograms show the circular distribution of mean directions in 1/f slope across the n = 23 participants per stage. Polar plots show individual courses of aperiodic activity over respiration phase. FDR-corrected tests against circular uniformity were highly significant for all polysomnographic stages. Statistical results are provided in the main text. e , Polar histograms show the circular distribution of group-level mean directions in 1/f slope across the k = 60 electrodes per stage. Polar plots show electrode-specific courses of aperiodic activity over respiration phase. FDR-corrected tests against circular uniformity were highly significant for all sleep stages. Statistical results are provided in the main text. f , Detailed visualisation of topographic consistency in group-level average 1/f slope across all electrodes, sorted from anterior to posterior location.

    Journal: bioRxiv

    Article Title: Respiratory coordination of excitability states across the human wake-sleep cycle

    doi: 10.1101/2025.06.03.657770

    Figure Lengend Snippet: a , Group-level distribution of 1/f slope across polysomnographic stages, averaged across all k = 60 EEG channels and irrespective of respiration phase. Tukey-Kramer-corrected significance is shown relative to wakefulness; full statistical results are provided in the main text. b , Group-level distribution of respiratory rates across stages. Across all pairwise comparisons, only the difference between N1 and SWS was significant ( p = .041, Tukey-Kramer-corrected). c , Polar representation of group-level mean 1/f slope ± SEM across respiration phase per polysomnographic stage, averaged across all k = 60 channels. Coloured dashed lines indicate mean directions of the respective circular distributions. FDR-corrected significance is shown relative to wakefulness; full statistics on differences in mean direction are provided in the main text. d , Polar histograms show the circular distribution of mean directions in 1/f slope across the n = 23 participants per stage. Polar plots show individual courses of aperiodic activity over respiration phase. FDR-corrected tests against circular uniformity were highly significant for all polysomnographic stages. Statistical results are provided in the main text. e , Polar histograms show the circular distribution of group-level mean directions in 1/f slope across the k = 60 electrodes per stage. Polar plots show electrode-specific courses of aperiodic activity over respiration phase. FDR-corrected tests against circular uniformity were highly significant for all sleep stages. Statistical results are provided in the main text. f , Detailed visualisation of topographic consistency in group-level average 1/f slope across all electrodes, sorted from anterior to posterior location.

    Article Snippet: All EEG and respiratory data preprocessing was done in Fieldtrip for Matlab [ ].

    Techniques: Activity Assay

    Erotica-induced modulation of NFR, pain, N2 and P2 in studies 2 and 3.

    Journal: Neurobiology of Pain

    Article Title: Cerebral peak alpha frequency: Associations with chronic pain onset and pain modulation

    doi: 10.1016/j.ynpai.2025.100180

    Figure Lengend Snippet: Erotica-induced modulation of NFR, pain, N2 and P2 in studies 2 and 3.

    Article Snippet: For analysis of PEPs during CPM and ECON, EEG data were preprocessed and analyzed in BrainVision Analyzer Software (Version 2.1.2.327).

    Techniques:

    Mutilation-induced modulation of NFR, pain, N2 and P2 in studies 2 & 3.

    Journal: Neurobiology of Pain

    Article Title: Cerebral peak alpha frequency: Associations with chronic pain onset and pain modulation

    doi: 10.1016/j.ynpai.2025.100180

    Figure Lengend Snippet: Mutilation-induced modulation of NFR, pain, N2 and P2 in studies 2 & 3.

    Article Snippet: For analysis of PEPs during CPM and ECON, EEG data were preprocessed and analyzed in BrainVision Analyzer Software (Version 2.1.2.327).

    Techniques:

    Grand average EEG waveforms at Cz for ECON. Time windows used for analysis of N2 (90–140 ms) and P2 (280–350 ms) are shaded.

    Journal: Neurobiology of Pain

    Article Title: Cerebral peak alpha frequency: Associations with chronic pain onset and pain modulation

    doi: 10.1016/j.ynpai.2025.100180

    Figure Lengend Snippet: Grand average EEG waveforms at Cz for ECON. Time windows used for analysis of N2 (90–140 ms) and P2 (280–350 ms) are shaded.

    Article Snippet: For analysis of PEPs during CPM and ECON, EEG data were preprocessed and analyzed in BrainVision Analyzer Software (Version 2.1.2.327).

    Techniques: