Numenta: Hierarchical Temporal Memory overview


	Numenta: Hierarchical Temporal Memory overview
adamfalls
9-17-2007 8:50 PM
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tags:
numenta, htm, hierarchical, temporal, memory, artificial, intelligence, neuroscience, pattern, recognition
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<div style="margin: 12px 0px; font-family: arial; color: #333333; background: #ffffff; border: solid 4px #e5e5e5; width: 100%; clear: left;"><div class="CM_CTB_Content_Wrap" style="margin: 0px; padding: 0px;background-color: #ffffff;"><div style="border-bottom: solid 1px #dcdcdc; white-space: nowrap; margin-bottom: 8px; background-color: #eeeeee ;background-image: url(http://clipmarks.com/images/source-bg.gif); background-repeat: repeat-x; height: 24px; line-height: 24px; vertical-align: middle; padding-bottom: 4px; color: #666666; font-size: 10px;" ><a href="http://clipmarks.com/clip-to-blog/" title="see clips that are hot right now"><img src="http://content.clipmarks.com/blog_embed/a710f4bc-0449-4196-afa9-99075b4d2a5e/E6786D62-AD20-44CE-BF65-8E742F795C70/" alt="" width="19" height="19" border="0" style="vertical-align: middle; margin: 0px 4px; display: inline; border: none; float:none;" /></a>clipped from <a title="http://www.numenta.com/for-developers/education/general-overview-htm.php" href="http://www.numenta.com/for-developers/education/general-overview-htm.php" style="font-size: 11px;">www.numenta.com</a></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><DIV id="header-info">Not Logged In.
<A href="http://www.numenta.com/login.php">Login »</A> | <A href="http://www.numenta.com/register.php">Register »</A></DIV></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><H1>General Overview of Hierarchical Temporal Memory</H1></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><P>The General Overview of HTM provides an introduction to Hierarchical Temporal Memory that is appropriate for both a technical and non-technical audience. This topic includes the <A href="http://www.numenta.com/Numenta_HTM_Concepts.pdf">HTM whitepaper</A>, a <A href="http://www.numenta.com/for-developers/education/htm-summary.php">summary of the whitepaper</A>, a <A href="http://www.numenta.com/for-developers/education/HTM_Comparison.pdf">comparison with competing technologies</A>, and an <A href="#talk">HTM talk</A>.</P></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><H2>HTM Whitepaper: Concepts, Theory and Terminology</H2></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><DIV class="download">
				<A href="http://www.numenta.com/Numenta_HTM_Concepts.pdf"><IMG width="83" height="24" title="Download" alt="Download" src="http://www.numenta.com/for-developers/education/../../images/button-download.gif" /></A>
				PDF (152 kB)
			</DIV></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><P>For a summary of this whitepaper, please click <A href="http://www.numenta.com/for-developers/education/htm-summary.php">here</A>.</P></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><H2>HTM Whitepaper: Comparison with Existing Models</H2></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><P>This whitepaper discusses how HTMs are different from existing models, and does a comparison of these modeling techniques.</P></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><DIV class="download">
				<A href="http://www.numenta.com/for-developers/education/HTM_Comparison.pdf"><IMG width="83" height="24" title="Download" alt="Download" src="http://www.numenta.com/for-developers/education/../../images/button-download.gif" /></A>
				PDF (228 kB)
			</DIV></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><H2><A name="talk"></A>Hierarchical Temporal Memory</H2></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><P>Jeff presents Hierarchical Temporal Memory to the attendees of the 2006 Almaden Institute, which focused on cognitive computing. The audience was composed mostly of neuroscientists and software engineers.</P></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><div align="center"><embed src="http://video.google.com/googleplayer.swf?docid=-2500845581503718756" height="329" width="400" wmode="opaque" quality="high" align="middle" bgcolor="#ffffff" flashvars="" salign="TL" scale="noScale" type="application/x-shockwave-flash"></embed></div></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><H2>Relevant Links</H2></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><li style="margin-left:16px;padding-left: 0px;"><A href="http://www.numenta.com/mediawiki/index.php/Community_Wiki">Numenta Community Wiki</A></LI></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><li style="margin-left:16px;padding-left: 0px;"><A href="http://www.numenta.com/phpBB2/viewforum.php?f=6">Forum: HTM Theory</A></LI></blockquote><div style="height: 2px; font-size: 2px; background: #dcdcdc; border-bottom: solid 1px #f5f5f5; margin: 2px 4px;"></div><blockquote style="text-align: left; padding: 0px 8px; margin: 4px 0px 8px 0px; background: transparent; border: none;" cite="http://www.numenta.com/for-developers/education/general-overview-htm.php"><li style="margin-left:16px;padding-left: 0px;"><A href="http://www.numenta.com/for-developers/education/algorithms.php">HTM Algorithms</A></LI></blockquote></div><div style="margin: 0px 6px 6px 4px;"><table style="font-size: 11px;border-spacing: 0px;padding: 0px;" cellpadding="0" cellspacing="0" width="100%"><tr><td style="background:transparent;border-width:0px;padding:0px;">&nbsp;</td><td align="right" style="background:transparent;border-width:0px;padding:0px;width:107px" width="107"><a href="http://clipmarks.com/share/E6786D62-AD20-44CE-BF65-8E742F795C70/blog/" title="blog or email this clip"><img src="http://content8.clipmarks.com/images/c2b-foot.png" border="0" alt="blog it" width="107" height="17" style="border-width:0px;padding:0px;margin:0px;" /></a></td></tr></table></div></div>