Review



eeg data reduction and time-frequency analyses  (brain products gmbh)


Bioz Manufacturer Symbol brain products gmbh manufactures this product  
  • Logo
  • About
  • News
  • Press Release
  • Team
  • Advisors
  • Partners
  • Contact
  • Bioz Stars
  • Bioz vStars
    • 90
      Buy from Supplier

    Structured Review

    brain products gmbh eeg data reduction and time-frequency analyses
    Eeg Data Reduction And Time Frequency Analyses, 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+analyser/eeg+data+reduction+and+time+frequency+analyses/pm39584292-115-6-15
    Average 90 stars, based on 1 article reviews
    eeg data reduction and time-frequency analyses - by Bioz Stars, 2026-10
    90/100 stars

    Images

    Related Articles

    other:

    Article Title: Sleepy without stimulation: subjective and objective sleepiness in actigraphy-verified natural short sleepers.
    Article Snippet: [Correction added on 12 April 2024, after first online publication: In the captions of Figures 1–3, the terms “actigraphy verified natural short sleepers (NSS)” and “recommended length sleepers (RLS)” have been replaced.]. Summary Natural short sleepers (NSS)—individuals who report minimal sleepiness or daytime dysfunction despite habitually sleeping less than the recommended amount (i.e., <7 h)—are a focus of growing interest in sleep research.. Yet, the predominance of research on NSS has relied on subjective reports of functionality.



    Similar Products

    eeg data processing and analyses  (MathWorks Inc)
    90
    MathWorks Inc eeg data processing and analyses
    Eeg Data Processing And Analyses, supplied by MathWorks Inc, 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+analyser/pm40423710-79-4-12
    Average 90 stars, based on 1 article reviews
    eeg data processing and analyses - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier
    offline eeg data analyses  (MathWorks Inc)
    96
    MathWorks Inc offline eeg data analyses
    Offline Eeg Data Analyses, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 96/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/eeg+data+analyser/Database+Toolbox/10__7554_slash_elife__96784-508-0-8
    Average 96 stars, based on 1 article reviews
    offline eeg data analyses - by Bioz Stars, 2026-10
    96/100 stars
    		  Buy from Supplier
    eeg data reduction and time-frequency analyses  (brain products gmbh)
    90
    brain products gmbh eeg data reduction and time-frequency analyses
    Eeg Data Reduction And Time Frequency Analyses, 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+analyser/eeg+data+reduction+and+time+frequency+analyses/pm39584292-115-6-15
    Average 90 stars, based on 1 article reviews
    eeg data reduction and time-frequency analyses - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier
    eeg data analyses  (MathWorks Inc)
    96
    MathWorks Inc eeg data analyses
    Eeg Data Analyses, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 96/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/eeg+data+analyser/Database+Toolbox/pmc11445409-266-0-27
    Average 96 stars, based on 1 article reviews
    eeg data analyses - by Bioz Stars, 2026-10
    96/100 stars
    		  Buy from Supplier
    eeg signal data processing, analyses, and visualizations  (MathWorks Inc)
    90
    MathWorks Inc eeg signal data processing, analyses, and visualizations
    Comparison of Long-term <t>EEG</t> <t>signal</t> quality between AIRTrodes and the commercial EEG gel electrodes (A) The time-series EEG signals were recorded from the volunteer by AIRTrode (top) and commercial EEG gel (bottom) during the 100 s of the eyes-open (EO) and eyes-closed (EC) paradigm before overnight sleep. The [1, 30] Hz band-pass filter was applied to remove any direct current (DC) offset. (B) The spectrograms for EEG signals in (A). (C) The PSD analysis of the grand average of all EC and EO epochs for both types of electrodes. The AIRTrode shows an overall lower background signal (frequencies outside of the alpha band [8, 13] Hz) compared with the commercial EEG gel at the specific channel (PO4) before overnight sleep. (D) The mean power spectral density (PSD) analysis derived from the alpha rhythm for the AIRTrode and commercial EEG gel to detect differences in EEG activity between EO and EC periods (****p < 0.0001, n = 5). (E) Signal-to-noise ratio (SNR) comparison between AIRTrodes and commercial EEG gel electrodes. The signal of interest is defined as alpha rhythm, and the background signal is defined as 5–30 Hz, excluding the alpha rhythm. (F) The time-series EEG signals recorded by the AIRTrode (top) and commercial EEG gel (bottom) during the 100 s of the EO-EC paradigm after overnight sleep. The same setting as in (A) was applied. (G) The spectrograms for the EEG signals in (F). Compared with before sleep, the signal quality improved with both types of electrodes. (H) PSD analysis of the grand average of all EC and EO epochs for both types of electrodes. The PSD variation between epochs is greater than before sleep. (I) PSD from the alpha rhythm to show the capability of both types of electrodes to detect differences in EEG activity between EO and EC periods (***p < 0.001, n = 5). (J) SNR comparison between AIRTrodes and commercial EEG gel electrodes after sleep. (***p < 0.001, n = 5).
    Eeg Signal Data Processing, Analyses, And Visualizations, supplied by MathWorks Inc, 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+analyser/pmc11376683-311-1-11
    Average 90 stars, based on 1 article reviews
    eeg signal data processing, analyses, and visualizations - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier
    eeg data analyser  (brain products gmbh)
    90
    brain products gmbh eeg data analyser
    Comparison of Long-term <t>EEG</t> <t>signal</t> quality between AIRTrodes and the commercial EEG gel electrodes (A) The time-series EEG signals were recorded from the volunteer by AIRTrode (top) and commercial EEG gel (bottom) during the 100 s of the eyes-open (EO) and eyes-closed (EC) paradigm before overnight sleep. The [1, 30] Hz band-pass filter was applied to remove any direct current (DC) offset. (B) The spectrograms for EEG signals in (A). (C) The PSD analysis of the grand average of all EC and EO epochs for both types of electrodes. The AIRTrode shows an overall lower background signal (frequencies outside of the alpha band [8, 13] Hz) compared with the commercial EEG gel at the specific channel (PO4) before overnight sleep. (D) The mean power spectral density (PSD) analysis derived from the alpha rhythm for the AIRTrode and commercial EEG gel to detect differences in EEG activity between EO and EC periods (****p < 0.0001, n = 5). (E) Signal-to-noise ratio (SNR) comparison between AIRTrodes and commercial EEG gel electrodes. The signal of interest is defined as alpha rhythm, and the background signal is defined as 5–30 Hz, excluding the alpha rhythm. (F) The time-series EEG signals recorded by the AIRTrode (top) and commercial EEG gel (bottom) during the 100 s of the EO-EC paradigm after overnight sleep. The same setting as in (A) was applied. (G) The spectrograms for the EEG signals in (F). Compared with before sleep, the signal quality improved with both types of electrodes. (H) PSD analysis of the grand average of all EC and EO epochs for both types of electrodes. The PSD variation between epochs is greater than before sleep. (I) PSD from the alpha rhythm to show the capability of both types of electrodes to detect differences in EEG activity between EO and EC periods (***p < 0.001, n = 5). (J) SNR comparison between AIRTrodes and commercial EEG gel electrodes after sleep. (***p < 0.001, n = 5).
    Eeg Data Analyser, 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+analyser/eeg+analyzer/pm38351626-114-21-30
    Average 90 stars, based on 1 article reviews
    eeg data analyser - by Bioz Stars, 2026-10
    90/100 stars
    		  Buy from Supplier

    Image Search Results


    Comparison of Long-term EEG signal quality between AIRTrodes and the commercial EEG gel electrodes (A) The time-series EEG signals were recorded from the volunteer by AIRTrode (top) and commercial EEG gel (bottom) during the 100 s of the eyes-open (EO) and eyes-closed (EC) paradigm before overnight sleep. The [1, 30] Hz band-pass filter was applied to remove any direct current (DC) offset. (B) The spectrograms for EEG signals in (A). (C) The PSD analysis of the grand average of all EC and EO epochs for both types of electrodes. The AIRTrode shows an overall lower background signal (frequencies outside of the alpha band [8, 13] Hz) compared with the commercial EEG gel at the specific channel (PO4) before overnight sleep. (D) The mean power spectral density (PSD) analysis derived from the alpha rhythm for the AIRTrode and commercial EEG gel to detect differences in EEG activity between EO and EC periods (****p < 0.0001, n = 5). (E) Signal-to-noise ratio (SNR) comparison between AIRTrodes and commercial EEG gel electrodes. The signal of interest is defined as alpha rhythm, and the background signal is defined as 5–30 Hz, excluding the alpha rhythm. (F) The time-series EEG signals recorded by the AIRTrode (top) and commercial EEG gel (bottom) during the 100 s of the EO-EC paradigm after overnight sleep. The same setting as in (A) was applied. (G) The spectrograms for the EEG signals in (F). Compared with before sleep, the signal quality improved with both types of electrodes. (H) PSD analysis of the grand average of all EC and EO epochs for both types of electrodes. The PSD variation between epochs is greater than before sleep. (I) PSD from the alpha rhythm to show the capability of both types of electrodes to detect differences in EEG activity between EO and EC periods (***p < 0.001, n = 5). (J) SNR comparison between AIRTrodes and commercial EEG gel electrodes after sleep. (***p < 0.001, n = 5).

    Journal: Device

    Article Title: Design of an injectable, self-adhesive, and highly stable hydrogel electrode for sleep recording

    doi: 10.1016/j.device.2023.100182

    Figure Lengend Snippet: Comparison of Long-term EEG signal quality between AIRTrodes and the commercial EEG gel electrodes (A) The time-series EEG signals were recorded from the volunteer by AIRTrode (top) and commercial EEG gel (bottom) during the 100 s of the eyes-open (EO) and eyes-closed (EC) paradigm before overnight sleep. The [1, 30] Hz band-pass filter was applied to remove any direct current (DC) offset. (B) The spectrograms for EEG signals in (A). (C) The PSD analysis of the grand average of all EC and EO epochs for both types of electrodes. The AIRTrode shows an overall lower background signal (frequencies outside of the alpha band [8, 13] Hz) compared with the commercial EEG gel at the specific channel (PO4) before overnight sleep. (D) The mean power spectral density (PSD) analysis derived from the alpha rhythm for the AIRTrode and commercial EEG gel to detect differences in EEG activity between EO and EC periods (****p < 0.0001, n = 5). (E) Signal-to-noise ratio (SNR) comparison between AIRTrodes and commercial EEG gel electrodes. The signal of interest is defined as alpha rhythm, and the background signal is defined as 5–30 Hz, excluding the alpha rhythm. (F) The time-series EEG signals recorded by the AIRTrode (top) and commercial EEG gel (bottom) during the 100 s of the EO-EC paradigm after overnight sleep. The same setting as in (A) was applied. (G) The spectrograms for the EEG signals in (F). Compared with before sleep, the signal quality improved with both types of electrodes. (H) PSD analysis of the grand average of all EC and EO epochs for both types of electrodes. The PSD variation between epochs is greater than before sleep. (I) PSD from the alpha rhythm to show the capability of both types of electrodes to detect differences in EEG activity between EO and EC periods (***p < 0.001, n = 5). (J) SNR comparison between AIRTrodes and commercial EEG gel electrodes after sleep. (***p < 0.001, n = 5).

    Article Snippet: All EEG signal data processing, analyses, and visualizations were performed in MATLAB.

    Techniques: Comparison, Derivative Assay, Activity Assay