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eeg raw data preprocessing  (brain products gmbh)


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    brain products gmbh eeg raw data preprocessing
    Eeg Raw Data Preprocessing, supplied by brain products gmbh, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/eeg+data+preprocessing/eeg+preprocessing/pm40577938-136-2-14
    Average 90 stars, based on 1 article reviews
    eeg raw data preprocessing - by Bioz Stars, 2026-10
    90/100 stars

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    Article Title: Disentangling effects of expectancy, accuracy, and empathy on the processing of observed actions.
    Article Snippet: The EEG data were preprocessed with BrainVision Analyzer (Brain Products, Munich, Germany) and MATLAB (Mathworks, Natick, Massachusetts, USA) in the same way as described by Bellebaum et al. (2020).

    Article Title: Correlation between single-trial visual evoked potentials and the blood oxygenation level dependent response in simultaneously recorded electroencephalography-functional magnetic resonance imaging.
    Article Snippet: To compare different electroencephalography (EEG)-based regressors and their ability to predict the simultaneously recorded blood oxygenation level dependent response during blocked visual stimulation, simultaneous EEG–functional magnetic resonance imaging in 10 healthy volunteers was performed.. The performance of different single-trial EEG regressors was compared in terms of predicting the measured blood oxygenation level dependent response.. The EEGbased regressors were the amplitude and latency of the primary positive (P1) and negative (N2) peaks of the visual evoked potential, the combined P1–N2 amplitude, and the alpha power.

    Article Title: Objective and Subjective Characteristics of Vigilance under Different Narrow-Bandwidth Light Conditions: Do Shorter Wavelengths Have an Alertness-Enhancing Effect?
    Article Snippet: The aim of this study was to explore the effects of 20 min of narrow-bandwidth light exposure of different wavelengths (455, 508, and 629 nm, with irradiance of 14 μW/cm2) on various neuropsychological and neurophysiological parameters of vigilance in healthy volunteers and to provide further evidence of the behavioral (subjective sleepiness, reaction time) and electrophysiological (P300 and spectral characteristics) responses to light.. The results show that the shortwavelength light condition (455 nm) was found to be most effective in terms of its alerting effect for the following variables: subjective sleepiness, latency of P300 response, and absolute EEG power in higher beta (24–34 Hz) and gamma (35–50 Hz) range at each of the 19 recording electrodes.. However, no differences in current power density were observed at the level of cortical EEG sources estimated by exact low-resolution electromagnetic tomography.

    Article Title: Modulating Conscious Movement Intention by Noninvasive Brain Stimulation and the Underlying Neural Mechanisms
    Article Snippet: EEG signal preprocessing EEG data preprocessing was performed using BrainVision Analyzer 2 software (Brain Products GmbH), Matlab (MathWorks), and EEGLAB ( Brunner et al., 2013 ).



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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: