anhinga_anhinga: (Anhinga)
A year ago I posted about dataflow programming and linear models of computation:

http://anhinga-anhinga.livejournal.com/82757.html

It turns out that those dataflow matrix machines are a fairly powerful generalization of recurrent neural networks.Read more... )
anhinga_anhinga: (Default)
"The AGI conferences are the only major conference series devoted wholly and specifically to the creation of AI systems possessing general intelligence at the human level and ultimately beyond." This is a small conference (I expect around 200 people, give or take), and this year it comes in two parts, AGI-12 and AGI-Impacts:

http://agi-conference.org/2012/schedule/

http://www.winterintelligence.org/#calendar

The videos from the AGI-11 are available here:

http://agi-conf.org/2011/
anhinga_anhinga: (Default)
A bit of information related to machine learning and philosophy talks at MIT.Read more... )
anhinga_anhinga: (Default)
I recently found a very cool short paper (4 pages) which Dennis Gabor written 40 years ago.

It explains the math of associative holographic memory, which turns out to be very simple.

Because it is that simple, neither holograms, nor even waves and oscillations, are actually necessary to implement this scheme of associative memory.

D. Gabor, Associative Holographic Memories, IBM Journal of Research and Development, 13(2), 156-159 (1969). Abstract, PDF
anhinga_anhinga: (Default)
Numenta is founded by Jeff Hawkins, the author of "On Intelligence" (memory-prediction framework).

A research release of their "Numenta Platform for Intelligent Computing" is now available for Linux and Mac OS (free, targeted at sophisticated developers for the purpose of education and experimentation, no deployment rights).

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