What a great idea, to concentrate community efforts of implementing and improving HTM algorithms.
I think, it could be useful, to have a common library containing as many scientific and technical writings as possible. So I start this thread, please feel free to add everything useful here.
Have fun
Gerald
HTM Library
HTM Theory
Hawkins, Jeff. 2004. On Intelligence. 1st ed. New York: Times Books.
George, D., and J. Hawkins. 2009. “Towards a Mathematical Theory of Cortical Micro-circuits.” PLoS Computational Biology 5 (10): e1000532. url
Algorithms etc.
Hawkins, Jeff, Subutai Ahmad, and Donna Dubinsky. 2011. Hierarchical Temporal Memory Including HTM Cortical Learning Algorithms. url.
Hawkins, Jeff, Ronald Marianetti, Anosh Raj, and Subutai Ahmad. 2012. “Temporal Memory Using Sparse Distributed Representation - Patent Application.” April 12. url.
Van Doremalen, Joost. 2007. “Hierarchical Temporal Memory Networks for Spoken Digit Recognition”. Nijmegen: Radboud Universiteit Nijmegen. url.
Neuroscience
Choi, Hansol et al. 2012. “Reward Hierarchical Temporal Memory.” In Advances in Computational Intelligence.Plenary, Invited Lectures, edited by Jing Liu et al., 509–515. Berlin, Heidelberg: Springer. doi:10.1109/IJCNN.2012.6252433. url.
Finance
Gabrielsson, Patrick, Rikard König, and Ulf Johansson. 2012. “Hierarchical Temporal Memory-Based Algorithmic Trading of Financial Markets.” In 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr 2012). url.
Music
Schey, Nathan. 2008. “Song Identification Using the Numenta Platfotm for Intelligent Computing”. Ohio State University. url.
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Hi everybody!
What a great idea, to concentrate community efforts of implementing and improving HTM algorithms.
I think, it could be useful, to have a common library containing as many scientific and technical writings as possible. So I start this thread, please feel free to add everything useful here.
Have fun
Gerald
HTM Library
HTM Theory
Hawkins, Jeff. 2004. On Intelligence. 1st ed. New York: Times Books.
George, D., and J. Hawkins. 2009. “Towards a Mathematical Theory of Cortical Micro-circuits.” PLoS Computational Biology 5 (10): e1000532. url
Algorithms etc.
Hawkins, Jeff, Subutai Ahmad, and Donna Dubinsky. 2011. Hierarchical Temporal Memory Including HTM Cortical Learning Algorithms. url.
Hawkins, Jeff, Ronald Marianetti, Anosh Raj, and Subutai Ahmad. 2012. “Temporal Memory Using Sparse Distributed Representation - Patent Application.” April 12. url.
Research projects using HTM
NLP
Bobier, Bruce. 2007. Handwritten Digit Recognition Using Hierarchical Temporal Memory. url.
Van Doremalen, Joost. 2007. “Hierarchical Temporal Memory Networks for Spoken Digit Recognition”. Nijmegen: Radboud Universiteit Nijmegen. url.
Neuroscience
Choi, Hansol et al. 2012. “Reward Hierarchical Temporal Memory.” In Advances in Computational Intelligence.Plenary, Invited Lectures, edited by Jing Liu et al., 509–515. Berlin, Heidelberg: Springer. doi:10.1109/IJCNN.2012.6252433. url.
Finance
Gabrielsson, Patrick, Rikard König, and Ulf Johansson. 2012. “Hierarchical Temporal Memory-Based Algorithmic Trading of Financial Markets.” In 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr 2012). url.
Music
Schey, Nathan. 2008. “Song Identification Using the Numenta Platfotm for Intelligent Computing”. Ohio State University. url.
Excellent initiative, Herkulase!
We can use this topic to suggest material about the matter.
You can find all NUMENTA, INC. patent applications here: http://www.faqs.org/patents/assignee/numenta-inc/
Last edit: David Ragazzi 2013-02-19
Thanks, I just found one of the patents that explains top down feedback and answers my own question that I posted about top-down feedback. https://sourceforge.net/p/openhtm/discussion/htm/thread/45950258/?limit=25#a6e4
patent here: http://www.faqs.org/patents/app/20110231351