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	<id>https://www.neuro.mcw.edu/meg/index.php?action=history&amp;feed=atom&amp;title=Pre-Processing</id>
	<title>Pre-Processing - Revision history</title>
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	<updated>2026-05-18T03:10:58Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
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	<entry>
		<id>https://www.neuro.mcw.edu/meg/index.php?title=Pre-Processing&amp;diff=46&amp;oldid=prev</id>
		<title>Colin: Created page with &quot;==Maxfilter== Signal Space Separation (SSS) is a method that utilizes the fundamental properties of electromagnetic fields and harmonic function expansions in separating the m...&quot;</title>
		<link rel="alternate" type="text/html" href="https://www.neuro.mcw.edu/meg/index.php?title=Pre-Processing&amp;diff=46&amp;oldid=prev"/>
		<updated>2019-05-24T20:49:05Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;==Maxfilter== Signal Space Separation (SSS) is a method that utilizes the fundamental properties of electromagnetic fields and harmonic function expansions in separating the m...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;==Maxfilter==&lt;br /&gt;
Signal Space Separation (SSS) is a method that utilizes the fundamental&lt;br /&gt;
properties of electromagnetic fields and harmonic function expansions in&lt;br /&gt;
separating the measured MEG data into three components:&lt;br /&gt;
&lt;br /&gt;
 b'in': The brain signals originating inside of the sensor array (space S'in').&lt;br /&gt;
&lt;br /&gt;
 b'out': External disturbances arising outside of the sensor array (space S'out').&lt;br /&gt;
&lt;br /&gt;
 n: Noise and artifacts generated by the sensors and sources of interference located very close to the sensors (space S'T').&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[File:Maxfilter.png|600px]]&lt;br /&gt;
===SSS===&lt;br /&gt;
The basic Maxwell filtering operation can be regarded as spatial filtering,&lt;br /&gt;
because separation of b'in' and b'out' is done on the basis of the spatial patterns&lt;br /&gt;
and is independent of time. Spatial separation can suppress only&lt;br /&gt;
external interference emanating from space S'out', such as electromagnetic&lt;br /&gt;
pollution due to power lines, radio communication, traffic, elevators etc.&lt;br /&gt;
External interference can also arise in the patient. For instance, normal&lt;br /&gt;
cardiac and muscular activation cause fields detectable by MEG sensors,&lt;br /&gt;
and any pieces of magnetized material in/on the body may cause very&lt;br /&gt;
large disturbances.&lt;br /&gt;
&lt;br /&gt;
===tSSS===&lt;br /&gt;
Identification and suppression of the S'T'-space components require additional&lt;br /&gt;
knowledge of the temporal dynamics. The temporal extension of&lt;br /&gt;
the SSS method (tSSS) significantly widens the software shielding capability&lt;br /&gt;
of MaxFilter, because tSSS can suppress also internal interference&lt;br /&gt;
that arises in the S'T'-space or very close to it. Such disturbances can be&lt;br /&gt;
caused, for example, by magnetized pieces in/on the subject's head (such&lt;br /&gt;
as dental work, braces, or magnetized left-overs in burr-holes), or by pacemakers&lt;br /&gt;
or stimulators attached to the patient.&lt;br /&gt;
&lt;br /&gt;
Reference: [http://imaging.mrc-cbu.cam.ac.uk/meg/Maxfilter_V2.2?action=AttachFile&amp;amp;do=get&amp;amp;target=Maxfilter_Manual_v2pt2.pdf  MaxFilter Manual]&lt;br /&gt;
&lt;br /&gt;
==SSP==&lt;br /&gt;
&lt;br /&gt;
EOG Type : 202 ac1.info.chs.kind - Eye Blink&lt;br /&gt;
&amp;lt;br&amp;gt;ECG Type : 402 ac1.info.chs.kind - Heart Beat&lt;/div&gt;</summary>
		<author><name>Colin</name></author>
	</entry>
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