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	<title>Eric Blue's Blog &#187; Art</title>
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	<link>http://eric-blue.com</link>
	<description>Technology, Philosophy, and Personal Development</description>
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		<title>Neurosky Brainwave Visualizer</title>
		<link>http://eric-blue.com/2011/07/13/neurosky-brainwave-visualizer/</link>
		<comments>http://eric-blue.com/2011/07/13/neurosky-brainwave-visualizer/#comments</comments>
		<pubDate>Wed, 13 Jul 2011 15:36:03 +0000</pubDate>
		<dc:creator>ericblue76</dc:creator>
				<category><![CDATA[Art]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Interesting]]></category>
		<category><![CDATA[Mind Hacks]]></category>
		<category><![CDATA[Personal Informatics]]></category>
		<category><![CDATA[Quantified Self]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[Visualization]]></category>

		<guid isPermaLink="false">http://eric-blue.com/?p=1509</guid>
		<description><![CDATA[I recently purchased a Neurosky Windwave EEG device ($100 model).  The Mindwave measures your brain&#8217;s electrical activity, and can detect your level of focus (attention vs. mediation) and measure typical brainwave patterns (beta, alpha, theta, ...]]></description>
			<content:encoded><![CDATA[<p>I recently purchased a <a href="http://neurosky.com/">Neurosky</a> Windwave EEG device ($100 model).  The Mindwave measures your brain&#8217;s electrical activity, and can detect your level of focus (attention vs. mediation) and measure typical brainwave patterns (beta, alpha, theta, and delta).  There are a number games included, and a wide range of ones to download from their appstore.  I was surprised to see no immediate way to visualize or record the data coming from the device.  There is a project for Linux called <a href="http://brainstorms.puzzlebox.info/index.php?entry=entry100802-202304">Puzzlebox</a> that emulates the Thinkgear connection protocol, however it seems to only support the Mindset (a more expensive Neurosky device that communicates over Bluetooth rather than RF).  There&#8217;s also a project called <a href="http://openvibe.inria.fr/?q=bci">OpenVibe </a>that let&#8217;s you visualize brainwave data (among other things), supports a number of other devices including Emotiv, however again only supports the MindSet.</p>
<p><a href="http://eric-blue.com/wp-content/uploads/2011/07/neurosky-mindwave-bci-headset.jpg"><img class="aligncenter size-medium wp-image-1513" title="neurosky-mindwave-bci-headset" src="http://eric-blue.com/wp-content/uploads/2011/07/neurosky-mindwave-bci-headset-300x208.jpg" alt="" width="300" height="208" /></a></p>
<p>I stumbled across a VERY cool hack &#8216;<a href="http://frontiernerds.com/brain-hack">How to Hack Toy EEGs</a>&#8216;. As much as I eventually want to tinker around with some soldering and Arduindo hacking, this was a little more in depth with time permitting.  The key takeaway from this article was a very impressive <a href="http://processing.org/">Processing</a>-based visualizer to grab data from the custom serial interface and display in real-time.  With relatively little work I was able to fork the version of code and interface with the Mindwave using the official ThinkGear Socket Protocol.  I also generated builds for Windows, Linux, and Mac so anybody can download and install. You can check this out at <a href="https://github.com/ericblue/Processing-Brain-Grapher">https://github.com/ericblue/Processing-Brain-Grapher</a>.</p>
<p><a href="http://eric-blue.com/wp-content/uploads/2011/07/Screenshot-brain_grapher-2.png"><img class="aligncenter size-medium wp-image-1510" title="Screenshot-brain_grapher-2" src="http://eric-blue.com/wp-content/uploads/2011/07/Screenshot-brain_grapher-2-300x224.png" alt="" width="352" height="262" /></a></p>
<p>Here&#8217;s the README with some more in depth info:</p>
<blockquote>
<pre>[Overview]

After purchasing a Neurosky Mindwave EEG device, I was surprised to see limited apps for
viewing and visualizing EEG output (brainwave activity for delta, theta, alpha,
and beta waves). Upon discovering 'How to Hack Toy EEGs'
(<a href="http://frontiernerds.com/brain-hack">http://frontiernerds.com/brain-hack</a>), I was
inspired by the Processing visualization of the Arduino-based serial output.
I wanted to visualize the same set of data, however decided to obtain it using
Neurosky's published ThinkGear Socket Protocol
(<a href="http://developer.neurosky.com/docs/doku.php?id=thinkgear_connector_tgc">http://developer.neurosky.com/docs/doku.php?id=thinkgear_connector_tgc</a>).

This fork of kitschpatrol's original code differs in that it doesn't use the
Serial interface to obtain brainwave data.  Rather, it communicates via the ThinkGear
connector using the ThinkGear Socket Protocol and requests data in JSON format.

[MindWave/MindSet Communication]

By default the ThinkGear Connector allows applications to connect over TCP
(default 127.0.0.1:13854) and request data in either binary or JSON format.
This application will connect to the ThinkGear socket,
and read the streaming real-time data.  Format:

	{
	"eSense":
		{"attention":91,"meditation":41},
	 "eegPower":
	 	{"delta":1105014,"theta":211310,
	 	"lowAlpha":7730,"highAlpha":68568,
	 	"lowBeta":12949,"highBeta":47455,
	 	"lowGamma":55770,"highGamma":28247},
	 "poorSignalLevel":0
	 }

The default IP and port will be used, unless alternatives are specified as
environment variables (THINKGEAR_HOST and THINKGEAR_PORT).  Port forwarding can
be used on the host Windows or Mac computer to allow remote servers to connect.
To allow other hosts to connect and run Processing, run ReplayTCP
(<a href="http://www.dlcsistemas.com/html/relay_tcp.html">http://www.dlcsistemas.com/html/relay_tcp.html</a>) OR, use netcat (windows or mac)
to port forward (clients can now connect to port 13855).
Ex:  nc -l -p 13855 -c ' nc localhost 13854'

[Required Libaries]

The following required libraries are included:

- ControlP5
- JSON (See <a href="http://www.blprnt.com/processing/json.zip">http://www.blprnt.com/processing/json.zip</a>)

[Binaries]

Binaries were creating using Processing's app builder
(platforms = windows, mac &amp; linux)

[Todo]
- Re-visit previous todo from original code
- Add ability to record data (CSV, etc.)
</pre>
</blockquote>
<p align="left"><a class="tt" href="http://twitter.com/home/?status=Neurosky+Brainwave+Visualizer+http://eric-blue.com/?p=1509+via+@ericblue" title="Post to Twitter"><img class="nothumb" src="http://eric-blue.com/wp-content/plugins/tweet-this/icons/tt-twitter-big3.png" alt="Post to Twitter" /></a> <a class="tt" href="http://delicious.com/post?url=http://eric-blue.com/2011/07/13/neurosky-brainwave-visualizer/&amp;title=Neurosky+Brainwave+Visualizer" title="Post to Delicious"><img class="nothumb" src="http://eric-blue.com/wp-content/plugins/tweet-this/icons/tt-delicious-big3.png" alt="Post to Delicious" /></a></p>]]></content:encoded>
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		<title>Extreme Videos: Kiwi and Rollerman</title>
		<link>http://eric-blue.com/2007/08/27/extreme-videos-kiwi-and-rollerman/</link>
		<comments>http://eric-blue.com/2007/08/27/extreme-videos-kiwi-and-rollerman/#comments</comments>
		<pubDate>Mon, 27 Aug 2007 04:27:08 +0000</pubDate>
		<dc:creator>ericblue76</dc:creator>
				<category><![CDATA[Art]]></category>
		<category><![CDATA[Interesting]]></category>

		<guid isPermaLink="false">http://eric-blue.com/blog2/2007/08/27/extreme-videos-kiwi-and-rollerman/</guid>
		<description><![CDATA[
]]></description>
			<content:encoded><![CDATA[<p>Two videos from YouTube, both extreme in their own way.  The first video is from Jean-Yves Blondeau, a.k.a Rollerman, the owner and inventor of the world&#8217;s only 31-wheel roller super suit.</p>
<p><center><br />
<embed allowScriptAccess="always" src="http://www.shoutfile.com/emb/1/04q8exWB" allowFullScreen="true" width="425" height="350" border="0" type="application/x-shockwave-flash" pluginspage="http://www.macromedia.com/go/getflashplayer" /><br />
</center></p>
<p>Link to video on YouTube, <a target="newwin" href="http://www.youtube.com/watch?v=LWLbu1wIIEo">here</a>.</p>
<p>The second video &#8220;<a target="newwin" href="http://www.isfat.com/happyjunk/kiwi.php">Kiwi</a>&#8221; is an animation about a Kiwi &#8211; a type of bird that cannot fly, who spends its whole life working towards achieving his dream.</p>
<p><center><br />
<object width="425" height="350"><param name="movie" value="http://www.youtube.com/v/sdUUx5FdySs"></param><param name="wmode" value="transparent"></param><embed src="http://www.youtube.com/v/sdUUx5FdySs" type="application/x-shockwave-flash" wmode="transparent" width="425" height="350"></embed></object><br />
</center></p>
<p align="left"><a class="tt" href="http://twitter.com/home/?status=Extreme+Videos%3A+Kiwi+and+Rollerman+http://eric-blue.com/?p=375+via+@ericblue" title="Post to Twitter"><img class="nothumb" src="http://eric-blue.com/wp-content/plugins/tweet-this/icons/tt-twitter-big3.png" alt="Post to Twitter" /></a> <a class="tt" href="http://delicious.com/post?url=http://eric-blue.com/2007/08/27/extreme-videos-kiwi-and-rollerman/&amp;title=Extreme+Videos%3A+Kiwi+and+Rollerman" title="Post to Delicious"><img class="nothumb" src="http://eric-blue.com/wp-content/plugins/tweet-this/icons/tt-delicious-big3.png" alt="Post to Delicious" /></a></p>]]></content:encoded>
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		</item>
		<item>
		<title>World History Timeline &#8211; WOW!</title>
		<link>http://eric-blue.com/2007/01/04/world-history-timeline-wow/</link>
		<comments>http://eric-blue.com/2007/01/04/world-history-timeline-wow/#comments</comments>
		<pubDate>Thu, 04 Jan 2007 22:09:45 +0000</pubDate>
		<dc:creator>ericblue76</dc:creator>
				<category><![CDATA[Art]]></category>
		<category><![CDATA[History]]></category>
		<category><![CDATA[Interesting]]></category>
		<category><![CDATA[Visualization]]></category>

		<guid isPermaLink="false">http://eric-blue.com/blog2/2007/01/04/world-history-timeline-wow/</guid>
		<description><![CDATA[
]]></description>
			<content:encoded><![CDATA[<p>Now this is an <a target="newwin" href="http://www.worldhistory-poster.com/en">amazing timeline</a> poster!  I&#8217;d like to see somebody try to create a digital version of this using <a target="newwin" href="http://simile.mit.edu/timeline/">Simile Timeline.</a>  <img src='http://eric-blue.com/wp-includes/images/smilies/icon_wink.gif' alt=';)' class='wp-smiley' /> </p>
<p><img src="http://eric-blue.com/blog/images/wh_timeline.jpg"></p>
<p align="left"><a class="tt" href="http://twitter.com/home/?status=World+History+Timeline+%E2%80%93+WOW%21+http://eric-blue.com/?p=274+via+@ericblue" title="Post to Twitter"><img class="nothumb" src="http://eric-blue.com/wp-content/plugins/tweet-this/icons/tt-twitter-big3.png" alt="Post to Twitter" /></a> <a class="tt" href="http://delicious.com/post?url=http://eric-blue.com/2007/01/04/world-history-timeline-wow/&amp;title=World+History+Timeline+%E2%80%93+WOW%21" title="Post to Delicious"><img class="nothumb" src="http://eric-blue.com/wp-content/plugins/tweet-this/icons/tt-delicious-big3.png" alt="Post to Delicious" /></a></p>]]></content:encoded>
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		<title>Morphing Faces of Beauty</title>
		<link>http://eric-blue.com/2006/12/23/morphing-faces-of-beauty/</link>
		<comments>http://eric-blue.com/2006/12/23/morphing-faces-of-beauty/#comments</comments>
		<pubDate>Sat, 23 Dec 2006 14:45:05 +0000</pubDate>
		<dc:creator>ericblue76</dc:creator>
				<category><![CDATA[Art]]></category>
		<category><![CDATA[Interesting]]></category>
		<category><![CDATA[Philosophy]]></category>
		<category><![CDATA[Technology]]></category>

		<guid isPermaLink="false">http://eric-blue.com/blog2/2006/12/23/morphing-faces-of-beauty/</guid>
		<description><![CDATA[
]]></description>
			<content:encoded><![CDATA[<table>
<tr>
<td valign="top">
Back in October, I read an article from <target="newwin" a href="http://www.seedmagazine.com/">Seed Magazine</a> titled <a target="newwin" href="http://www.seedmagazine.com/news/2006/10/beauty_is_in_the_processingtim.php">Beauty is in the Processing Time of the Beholder</a>.  The article discussed how studies have indicated that people find prototypical faces (those with average features) to be the most attractive. </p>
<p>A paper published in <i>Psychological Science</i> proposes that these prototypical faces are found attractive since it is easier for our brains to process.  The <a target="newwin" href="http://www.seedmagazine.com/news/uploads/attractive_article.jpg">photo</a> in the article was a computer-generated composite of 15 female faces voted to be attractive, and was created by the <a target="newwin" href="http://www.faceresearch.org/">Face Research Lab</a>.</p>
<p>I&#8217;ve been spending a lot more time lately reading up on aesthetics and art, as it pertains to information visualization.  This jump started my thinking about how we perceive beauty, and how subjective it really is.  Is it a matter of opinion, or are we truly hard-wired to universally perceive beauty in the same fashion?</p>
<p>I remember coming across a web-based face transformer a while back (courtesy of the <a target="newwin" href="http://www.dcs.st-and.ac.uk/~morph/Transformer/">Perception Laboratory</a>, School of Psychology, University of St Andrews, Scotland), and thought it would be interesting to see how this photo would look transformed by age and race.
</td>
<td width="5">&nbsp;</td>
<td valign="top"><img src="http://eric-blue.com/blog/images/face/small/mucha_small.jpg"></td>
</tr>
</table>
<p>I decided to take the original photo of a young adult, and transform based on age (baby, child, teenager, and elder).  Then transform based on race (Caucasian, East-Asian, Afro-Caribbean, and West-Asian).  Taking it one step further, I downloaded a morphing application (<a href="http://www.stoik.com/products/morphman/mm1_main.htm">MorphMan 4.0</a>) to transition between each of the transformed photos.  Once I had the video, I added some background music.  I was experimenting with <a target="newwin" href="http://www.apple.com/ilife/garageband/">GarageBand</a> a few months ago, and created a couple songs (original post <a target="newwin" href="http://eric-blue.com/blog/2006/07/creating_music_with_apple_gara.html">here</a>), so I used <a target="newwin" href="http://www.apple.com/ilife/imovie/">iMovie</a> HD to make some edits and add the music.  Wala, a spiffy video in less than an hour.</p>
<p>Original YouTube link here: <a target="newwin" href="http://www.youtube.com/watch?v=uENxJAlN1wM">http://www.youtube.com/watch?v=uENxJAlN1wM</a></p>
<p><center><br />
<object width="425" height="350"><param name="movie" value="http://www.youtube.com/v/uENxJAlN1wM"></param> <embed src="http://www.youtube.com/v/uENxJAlN1wM" type="application/x-shockwave-flash" width="425" height="350"></embed></object><br />
</center></p>
<p><!--</p>
<table>
<tr>
<td align="center">

</td>
<td width="5">&nbsp;</td>
<td align="center">
<img src="http://eric-blue.com/blog/images/face/small/baby_small.jpg"><br />
(Baby)
</td>
<td width="3"></td>
<td align="center">
<img src="http://eric-blue.com/blog/images/face/small/child_small.jpg"><br />
(Child)
</td>
</tr>
<tr>
<td align="center">
<img src="http://eric-blue.com/blog/images/face/small/teen_small.jpg"><br />
(Teen)
</td>
<td width="5">&nbsp;</td>
<td align="center">
<img src="http://eric-blue.com/blog/images/face/small/original_small.jpg"><br />
(Original)
</td>
<td width="3"></td>
<td align="center">
<img src="http://eric-blue.com/blog/images/face/small/old_small.jpg"><br />
(Elder)
</td>
</tr>
<tr>
<td align="center">
<img src="http://eric-blue.com/blog/images/face/small/east_asian_small.jpg"><br />
(East-Asian)
</td>
<td width="5">&nbsp;</td>
<td align="center">
<img src="http://eric-blue.com/blog/images/face/small/afro_carib_small.jpg"><br />
(Afro-Caribbean)
</td>
<td width="3"></td>
<td align="center">
<img src="http://eric-blue.com/blog/images/face/small/west_asian_small.jpg"><br />
(West-Asian)
</td>
</tr>
</table>
<p>&#8211;></p>
<p align="left"><a class="tt" href="http://twitter.com/home/?status=Morphing+Faces+of+Beauty+http://eric-blue.com/?p=272+via+@ericblue" title="Post to Twitter"><img class="nothumb" src="http://eric-blue.com/wp-content/plugins/tweet-this/icons/tt-twitter-big3.png" alt="Post to Twitter" /></a> <a class="tt" href="http://delicious.com/post?url=http://eric-blue.com/2006/12/23/morphing-faces-of-beauty/&amp;title=Morphing+Faces+of+Beauty" title="Post to Delicious"><img class="nothumb" src="http://eric-blue.com/wp-content/plugins/tweet-this/icons/tt-delicious-big3.png" alt="Post to Delicious" /></a></p>]]></content:encoded>
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