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	<title>Comments on: Monkey Brain Makes Robot Walk</title>
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	<link>http://www.thinkartificial.org/machine-interfaces/monkey-brain-makes-robot-walk/</link>
	<description>Exploring the hi-tech artificial, virtual things we design</description>
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		<title>By: Hrafn Thorisson</title>
		<link>http://www.thinkartificial.org/machine-interfaces/monkey-brain-makes-robot-walk/comment-page-1/#comment-28653</link>
		<dc:creator>Hrafn Thorisson</dc:creator>
		<pubDate>Tue, 16 Jun 2009 02:15:50 +0000</pubDate>
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		<description>Hi Amaroq.

&lt;blockquote&gt;
Who’s to say you even -have- to find the correct group of nerves to monitor? What if our brain is able to learn to fire the correct neuronal groups to correspond with any devices we attach to it?
&lt;/blockquote&gt;

You hit the nail on the head and struck a nerve. That&#039;s exactly how this works: The software is learns to detect a certain neuronal firing pattern which corresponds to a mental state or visualization the monkeys are trained to produce. 

This could, for example, be a visualization of a leg move—or one of a cow being milked by Mickey Mouse in a penguin suit. All that matters is that a pattern can be generated without too much noise, loss of focus, drifting mind, etc. That pattern can theoretically be associated with any command—a keyboard key of your choice or your &lt;a href=&quot;http://images.google.is/images?q=DeLorean&amp;oe=utf-8&amp;rls=org.mozilla:en-US:official&amp;client=firefox-a&amp;um=1&amp;ie=UTF-8&amp;sa=N&amp;hl=en&amp;tab=wi&quot; title=&quot;Search on Google for images of a DeLorean&quot; rel=&quot;nofollow&quot;&gt;DeLorean&lt;/a&gt;&#039;s fuel injector.

&lt;a href=&quot;http://www.thinkartificial.org/machine-interfaces/first-consumer-brain-machine-interface/&quot; title=&quot;Emotiv EPOC neural gaming headset&quot; rel=&quot;nofollow&quot;&gt;Emotiv&#039;s EPOC headset&lt;/a&gt; for consumers uses a similar approach; it&#039;s a must-see for anyone interested in BCIs!</description>
		<content:encoded><![CDATA[<p>Hi Amaroq.</p>
<blockquote><p>
Who’s to say you even -have- to find the correct group of nerves to monitor? What if our brain is able to learn to fire the correct neuronal groups to correspond with any devices we attach to it?
</p></blockquote>
<p>You hit the nail on the head and struck a nerve. That&#8217;s exactly how this works: The software is learns to detect a certain neuronal firing pattern which corresponds to a mental state or visualization the monkeys are trained to produce. </p>
<p>This could, for example, be a visualization of a leg move—or one of a cow being milked by Mickey Mouse in a penguin suit. All that matters is that a pattern can be generated without too much noise, loss of focus, drifting mind, etc. That pattern can theoretically be associated with any command—a keyboard key of your choice or your <a href="http://images.google.is/images?q=DeLorean&#038;oe=utf-8&#038;rls=org.mozilla:en-US:official&#038;client=firefox-a&#038;um=1&#038;ie=UTF-8&#038;sa=N&#038;hl=en&#038;tab=wi" title="Search on Google for images of a DeLorean" rel="nofollow">DeLorean</a>&#8217;s fuel injector.</p>
<p><a href="http://www.thinkartificial.org/machine-interfaces/first-consumer-brain-machine-interface/" title="Emotiv EPOC neural gaming headset" rel="nofollow">Emotiv&#8217;s EPOC headset</a> for consumers uses a similar approach; it&#8217;s a must-see for anyone interested in BCIs!</p>
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		<title>By: Amaroq</title>
		<link>http://www.thinkartificial.org/machine-interfaces/monkey-brain-makes-robot-walk/comment-page-1/#comment-28514</link>
		<dc:creator>Amaroq</dc:creator>
		<pubDate>Sat, 13 Jun 2009 06:16:47 +0000</pubDate>
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		<description>I&#039;m really interested in this now. It&#039;s one thing to find the corresponding nerves that make your legs move and then read them; it&#039;s another thing altogether to find out that you can learn to will the attached device to move independently.

This could prove to be really huge. Who&#039;s to say you even -have- to find the correct group of nerves to monitor? What if our brain is able to learn to fire the correct neuronal groups to correspond with any devices we attach to it? You could learn to control much more than just robotic arms and legs at will.</description>
		<content:encoded><![CDATA[<p>I&#8217;m really interested in this now. It&#8217;s one thing to find the corresponding nerves that make your legs move and then read them; it&#8217;s another thing altogether to find out that you can learn to will the attached device to move independently.</p>
<p>This could prove to be really huge. Who&#8217;s to say you even -have- to find the correct group of nerves to monitor? What if our brain is able to learn to fire the correct neuronal groups to correspond with any devices we attach to it? You could learn to control much more than just robotic arms and legs at will.</p>
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		<title>By: Elijah</title>
		<link>http://www.thinkartificial.org/machine-interfaces/monkey-brain-makes-robot-walk/comment-page-1/#comment-8366</link>
		<dc:creator>Elijah</dc:creator>
		<pubDate>Fri, 11 Apr 2008 08:48:27 +0000</pubDate>
		<guid isPermaLink="false">http://www.thinkartificial.org/machine-interfaces/monkey-brain-makes-robot-walk/#comment-8366</guid>
		<description>This is quite amazing.</description>
		<content:encoded><![CDATA[<p>This is quite amazing.</p>
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		<title>By: The First Brain-Computer Interface for Mainstream Consumers [Neural Interface] &#124; Think Artificial</title>
		<link>http://www.thinkartificial.org/machine-interfaces/monkey-brain-makes-robot-walk/comment-page-1/#comment-8293</link>
		<dc:creator>The First Brain-Computer Interface for Mainstream Consumers [Neural Interface] &#124; Think Artificial</dc:creator>
		<pubDate>Sat, 05 Apr 2008 16:56:53 +0000</pubDate>
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		<description>[...] EPOC is not an invasive kind of BCIs — you won&#8217;t need a drill and pliers to use [...]</description>
		<content:encoded><![CDATA[<p>[...] EPOC is not an invasive kind of BCIs — you won&#8217;t need a drill and pliers to use [...]</p>
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		<title>By: Hrafn</title>
		<link>http://www.thinkartificial.org/machine-interfaces/monkey-brain-makes-robot-walk/comment-page-1/#comment-4828</link>
		<dc:creator>Hrafn</dc:creator>
		<pubDate>Thu, 17 Jan 2008 21:23:35 +0000</pubDate>
		<guid isPermaLink="false">http://www.thinkartificial.org/machine-interfaces/monkey-brain-makes-robot-walk/#comment-4828</guid>
		<description>Exactly Jim. In addition, the way they got the monkey to stay on the treadmill might be an additional factor (can&#039;t have it falling or ripping out the wires). I&#039;m sure that, for a lot of people, the only thing that&#039;s worse than a monkey with wires coming out of its head — is a monkey with wires coming out of its head forced to run for months tied to a treadmill.</description>
		<content:encoded><![CDATA[<p>Exactly Jim. In addition, the way they got the monkey to stay on the treadmill might be an additional factor (can&#8217;t have it falling or ripping out the wires). I&#8217;m sure that, for a lot of people, the only thing that&#8217;s worse than a monkey with wires coming out of its head — is a monkey with wires coming out of its head forced to run for months tied to a treadmill.</p>
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		<title>By: Jim</title>
		<link>http://www.thinkartificial.org/machine-interfaces/monkey-brain-makes-robot-walk/comment-page-1/#comment-4826</link>
		<dc:creator>Jim</dc:creator>
		<pubDate>Thu, 17 Jan 2008 18:33:12 +0000</pubDate>
		<guid isPermaLink="false">http://www.thinkartificial.org/machine-interfaces/monkey-brain-makes-robot-walk/#comment-4826</guid>
		<description>&quot;Why do you think they show a 3D simulation rather than the actual monkey?&quot;

Beacuse the film of a monkey with wires coming out of it&#039;s head might disturb sensitive people enough that they wouldn&#039;t be able to get past it and see how incredible this development is.</description>
		<content:encoded><![CDATA[<p>&#8220;Why do you think they show a 3D simulation rather than the actual monkey?&#8221;</p>
<p>Beacuse the film of a monkey with wires coming out of it&#8217;s head might disturb sensitive people enough that they wouldn&#8217;t be able to get past it and see how incredible this development is.</p>
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