79 lines
6.5 KiB
XML
79 lines
6.5 KiB
XML
<?xml version="1.0" encoding="utf-8"?>
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<!--re3data.org Schema for the Description of Research Data Repositories. Version 2.2, December 2014. doi:10.2312/re3.006-->
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<r3d:re3data xmlns:r3d="http://www.re3data.org/schema/2-2" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.re3data.org/schema/2-2 http://schema.re3data.org/2-2/re3dataV2-2.xsd">
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<r3d:repository>
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<r3d:re3data.orgIdentifier>r3d100011857</r3d:re3data.orgIdentifier>
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<r3d:repositoryName language="eng">MindBigData</r3d:repositoryName>
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<r3d:additionalName language="eng">The "MNIST" of Brain Digits</r3d:additionalName>
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<r3d:repositoryURL>http://www.mindbigdata.com/</r3d:repositoryURL>
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<r3d:description language="eng">The version 1.0 of the open database contains 1,151,268 brain signals of 2 seconds each, captured with the stimulus of seeing a digit (from 0 to 9) and thinking about it, over the course of almost 2 years between 2014 & 2015, from a single Test Subject David Vivancos.
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All the signals have been captured using commercial EEGs (not medical grade), NeuroSky MindWave, Emotiv EPOC, Interaxon Muse & Emotiv Insight, covering a total of 19 Brain (10/20) locations.
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In 2014 started capturing brain signals and released the first versions of the "MNIST" of brain digits, and in 2018 released another open dataset with a subset of the "IMAGENET" of The Brain.
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Version 0.05 (last update 09/28/2021) of the open database contains 24,000 brain signals of 2 seconds each, captured with the stimulus of seeing a real MNIST digit (from 0 to 9) 6,000 so far and thinking about it, + the same amout of signals with another 2 seconds of seeing a black screen, shown in between the digits, from a single Test Subject David Vivancos in a controlled still experiment to reduce noise from EMG & avoiding blinks.</r3d:description>
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<r3d:repositoryContact>vivancos@vivancos.com</r3d:repositoryContact>
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<r3d:repositoryContact>web@mindbigdata.com</r3d:repositoryContact>
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<r3d:type>disciplinary</r3d:type>
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<r3d:size updated="2021-09-28">1.867.623 brain signals, 491.836.511 Data Points</r3d:size>
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<r3d:startDate>2014</r3d:startDate>
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<r3d:endDate></r3d:endDate>
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<r3d:repositoryLanguage>eng</r3d:repositoryLanguage>
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<r3d:subject subjectScheme="DFG">2 Life Sciences</r3d:subject>
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<r3d:subject subjectScheme="DFG">21 Biology</r3d:subject>
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<r3d:subject subjectScheme="DFG">22 Medicine</r3d:subject>
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<r3d:subject subjectScheme="DFG">4 Engineering Sciences</r3d:subject>
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<r3d:subject subjectScheme="DFG">408 Electrical Engineering</r3d:subject>
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<r3d:subject subjectScheme="DFG">409 Computer Science</r3d:subject>
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<r3d:subject subjectScheme="DFG">44 Computer Science, Electrical and System Engineering</r3d:subject>
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<r3d:missionStatementURL>http://mindbigdata.com/opendb/visualmnist.html</r3d:missionStatementURL>
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<r3d:contentType contentTypeScheme="parse">Archived data</r3d:contentType>
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<r3d:contentType contentTypeScheme="parse">Plain text</r3d:contentType>
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<r3d:contentType contentTypeScheme="parse">Standard office documents</r3d:contentType>
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<r3d:providerType>dataProvider</r3d:providerType>
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<r3d:keyword>EEG Electroencephalography signals</r3d:keyword>
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<r3d:keyword>algorithm</r3d:keyword>
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<r3d:keyword>artificial intelligence</r3d:keyword>
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<r3d:keyword>brain</r3d:keyword>
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<r3d:keyword>computer-human interaction</r3d:keyword>
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<r3d:keyword>functional magnetic resonance imaging maps</r3d:keyword>
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<r3d:keyword>image processing</r3d:keyword>
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<r3d:keyword>neuroscience</r3d:keyword>
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<r3d:keyword>signals</r3d:keyword>
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<r3d:institution>
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<r3d:institutionName language="eng">MindBigData.com</r3d:institutionName>
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<r3d:institutionCountry>ESP</r3d:institutionCountry>
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<r3d:responsibilityType>funding</r3d:responsibilityType>
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<r3d:responsibilityType>general</r3d:responsibilityType>
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<r3d:responsibilityType>technical</r3d:responsibilityType>
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<r3d:institutionType>non-profit</r3d:institutionType>
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<r3d:institutionURL>http://MindBigData.com</r3d:institutionURL>
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<r3d:responsibilityStartDate>2014</r3d:responsibilityStartDate>
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<r3d:responsibilityEndDate></r3d:responsibilityEndDate>
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<r3d:institutionContact>vivancos@vivancos.com</r3d:institutionContact>
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<r3d:institutionContact>web@mindbigdata.com</r3d:institutionContact>
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</r3d:institution>
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<r3d:databaseAccess>
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<r3d:databaseAccessType>open</r3d:databaseAccessType>
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</r3d:databaseAccess>
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<r3d:dataAccess>
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<r3d:dataAccessType>open</r3d:dataAccessType>
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</r3d:dataAccess>
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<r3d:dataLicense>
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<r3d:dataLicenseName>ODC</r3d:dataLicenseName>
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<r3d:dataLicenseURL>https://opendatacommons.org/licenses/dbcl/1-0/</r3d:dataLicenseURL>
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</r3d:dataLicense>
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<r3d:dataUpload>
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<r3d:dataUploadType>closed</r3d:dataUploadType>
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</r3d:dataUpload>
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<r3d:software>
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<r3d:softwareName>unknown</r3d:softwareName>
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</r3d:software>
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<r3d:versioning>yes</r3d:versioning>
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<r3d:pidSystem>none</r3d:pidSystem>
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<r3d:citationGuidelineURL></r3d:citationGuidelineURL>
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<r3d:enhancedPublication>no</r3d:enhancedPublication>
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<r3d:qualityManagement>yes</r3d:qualityManagement>
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<r3d:remarks></r3d:remarks>
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<r3d:entryDate>2014-09-14</r3d:entryDate>
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<r3d:lastUpdate>2021-09-28</r3d:lastUpdate>
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</r3d:repository>
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</r3d:re3data> |