Trujillo (2019) Entropy Journal Article

Study materials, data, and analysis scripts for Trujillo, L.T. (2019), Entropy. K-th nearest neighbor (KNN) entropy estimates of complexity and integration from ongoing and stimulus-evoked electroencephalographic (EEG) recordings of the human brain. Entropy, 21, 61. doi:10.3390/e21010061

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1 to 9 of 9 Results

Raw EEG Data Files Jan 12, 2019 Trujillo, Logan, 2019, "Raw EEG Data Files", https://doi.org/10.18738/T8/9TTLK8, Texas Data Repository, V1 This is the raw EEG data for the study. Data is in BioSemi Data Format (BDF). Files with only "II" in the file name were recorded during the reported 1-Exemplar categorization task; "RB-II" files were recorded during the reported 2-Exemplar categorization task. "Resting" files we...
Preprocessed and Dimension-Reduced Empirical EEG Data Jan 12, 2019 Trujillo, Logan, 2019, "Preprocessed and Dimension-Reduced Empirical EEG Data", https://doi.org/10.18738/T8/PMOU7D, Texas Data Repository, V1 This is the preprocessed and dimension-reduced empirical EEG data from which all analyses were conducted for the study. Data is in MATLAB .mat format. Files with "II-II" in the file name are from the reported 1-Exemplar categorization task; "RB-II" files are from the reported 2-E...
Simulated Empirical EEG Data Jan 12, 2019 Trujillo, Logan, 2019, "Simulated Empirical EEG Data", https://doi.org/10.18738/T8/AJU72W, Texas Data Repository, V1 This is the dimension-reduced simulated empirical EEG data for the study. Data is in MATLAB .mat format.
Simulated Basic EEG Data Jan 12, 2019 Trujillo, Logan, 2019, "Simulated Basic EEG Data", https://doi.org/10.18738/T8/DBHGM0, Texas Data Repository, V1 This is the dimension-reduced basic EEG simulated data for the study. Data is in MATLAB .mat format.
Data Analysis Import Scripts Jan 12, 2019 Trujillo, Logan, 2019, "Data Analysis Import Scripts", https://doi.org/10.18738/T8/JOX6UR, Texas Data Repository, V1 These are the Matlab scripts to import EEG data and perform data preprocessing and dimension reduction. Script files are in MATLAB .m format. Also included are various support and information files for this process; these files are in various formats (.doc, .xls, .ced, .dat). The...
Integration and ComplexityScripts Jan 12, 2019 Trujillo, Logan, 2019, "Integration and ComplexityScripts", https://doi.org/10.18738/T8/0GWZEN, Texas Data Repository, V1 These are the Matlab scripts to import the integration and complexity analysis on the dimension reduced EEG data. Script files are in MATLAB .m format. is a MS-Word .doc file that explains the scripts.
Spectral Power and Synchronization Scripts Jan 12, 2019 Trujillo, Logan, 2019, "Spectral Power and Synchronization Scripts", https://doi.org/10.18738/T8/XTHDRZ, Texas Data Repository, V1 These are the scripts to perform the spectral power and EEG synchronization analysis on the dimension-reduced EEG data. Files are in MATLAB ,m format. A MS-Word .doc file is included explaining the scripts.
Stimulus and Presentation Materials Jan 12, 2019 Trujillo, Logan, 2019, "Stimulus and Presentation Materials", https://doi.org/10.18738/T8/SKHQZT, Texas Data Repository, V1 These files include the experimental stimuli (,jpg files), the presentation software scripts (E-Prime studio files), and a MS- Excel file tabulating the image characteristics of the stimuli.
Behavior Files Jan 12, 2019 Trujillo, Logan, 2019, "Behavior Files", https://doi.org/10.18738/T8/PPTXYW, Texas Data Repository, V1 Behavior data files (.txt format) for the two categorization tasks. Also included is a MATLAB script to compute data summaries (.m format), and MS-Excel files containing tabulated data summaries and de-identified participant demographic information.

Raw EEG Data Files

Jan 12, 2019

Trujillo, Logan, 2019, "Raw EEG Data Files", https://doi.org/10.18738/T8/9TTLK8, Texas Data Repository, V1

This is the raw EEG data for the study. Data is in BioSemi Data Format (BDF). Files with only "II" in the file name were recorded during the reported 1-Exemplar categorization task; "RB-II" files were recorded during the reported 2-Exemplar categorization task. "Resting" files we...

Preprocessed and Dimension-Reduced Empirical EEG Data

Jan 12, 2019

Trujillo, Logan, 2019, "Preprocessed and Dimension-Reduced Empirical EEG Data", https://doi.org/10.18738/T8/PMOU7D, Texas Data Repository, V1

This is the preprocessed and dimension-reduced empirical EEG data from which all analyses were conducted for the study. Data is in MATLAB .mat format. Files with "II-II" in the file name are from the reported 1-Exemplar categorization task; "RB-II" files are from the reported 2-E...

Simulated Empirical EEG Data

Jan 12, 2019

Trujillo, Logan, 2019, "Simulated Empirical EEG Data", https://doi.org/10.18738/T8/AJU72W, Texas Data Repository, V1

This is the dimension-reduced simulated empirical EEG data for the study. Data is in MATLAB .mat format.

Simulated Basic EEG Data

Jan 12, 2019

Trujillo, Logan, 2019, "Simulated Basic EEG Data", https://doi.org/10.18738/T8/DBHGM0, Texas Data Repository, V1

This is the dimension-reduced basic EEG simulated data for the study. Data is in MATLAB .mat format.

Data Analysis Import Scripts

Jan 12, 2019

Trujillo, Logan, 2019, "Data Analysis Import Scripts", https://doi.org/10.18738/T8/JOX6UR, Texas Data Repository, V1

These are the Matlab scripts to import EEG data and perform data preprocessing and dimension reduction. Script files are in MATLAB .m format. Also included are various support and information files for this process; these files are in various formats (.doc, .xls, .ced, .dat). The...

Integration and ComplexityScripts

Jan 12, 2019

Trujillo, Logan, 2019, "Integration and ComplexityScripts", https://doi.org/10.18738/T8/0GWZEN, Texas Data Repository, V1

These are the Matlab scripts to import the integration and complexity analysis on the dimension reduced EEG data. Script files are in MATLAB .m format. is a MS-Word .doc file that explains the scripts.

Spectral Power and Synchronization Scripts

Jan 12, 2019

Trujillo, Logan, 2019, "Spectral Power and Synchronization Scripts", https://doi.org/10.18738/T8/XTHDRZ, Texas Data Repository, V1

These are the scripts to perform the spectral power and EEG synchronization analysis on the dimension-reduced EEG data. Files are in MATLAB ,m format. A MS-Word .doc file is included explaining the scripts.

Stimulus and Presentation Materials

Jan 12, 2019

Trujillo, Logan, 2019, "Stimulus and Presentation Materials", https://doi.org/10.18738/T8/SKHQZT, Texas Data Repository, V1

These files include the experimental stimuli (,jpg files), the presentation software scripts (E-Prime studio files), and a MS- Excel file tabulating the image characteristics of the stimuli.

Behavior Files

Jan 12, 2019

Trujillo, Logan, 2019, "Behavior Files", https://doi.org/10.18738/T8/PPTXYW, Texas Data Repository, V1

Behavior data files (.txt format) for the two categorization tasks. Also included is a MATLAB script to compute data summaries (.m format), and MS-Excel files containing tabulated data summaries and de-identified participant demographic information.

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