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Michael Shook, member since May 27, 2004
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  • pdafriendly
  • So far as I can tell, no one has looked in to the same person having different beliefs at different times and in different contexts. That is my own experience. Christian scripture at least acknowledges this cf John 20:27-29
  • Dileep George and Jeff Hawkins' Hierarchical Temporal Memory model provides a hard AI implementation rooted in the neural circuitry of the neocortex that demonstrates how beliefs are affected by context and change through time.
by mshook 2009-10-18 09:00 dennett · belief · god · atheism · book · pdafriendly · htm · time · mynote
http://www.guardian.co.uk/commentisfree/belief/2009/jul/16/daniel-dennett-belief-atheism - cached - mail it - history
Dileep refers to "Bolles' book" I find this work provides a very rich metaphor for my experience of perception and belief.
by mshook 2009-10-16 17:46 numenta · video · dileepgeorge · george · dileep · neural · network · htm · good · interesting · jeffhawkins · brain
http://www.numenta.com/for-developers/education/workshop-technical-keynote.php - cached - mail it - history

The theoretical setting of hierarchical Bayesian inference is gaining acceptance as a framework for understanding cortical computation. In this paper, we describe how Bayesian belief propagation in a spatio-temporal hierarchical model, called Hierarchical Temporal Memory (HTM), can lead to a mathematical model for cortical circuits. An HTM node is abstracted using a coincidence detector and a mixture of Markov chains. Bayesian belief propagation equations for such an HTM node define a set of functional constraints for a neuronal implementation. Anatomical data provide a contrasting set of organizational constraints. The combination of these two constraints suggests a theoretically derived interpretation for many anatomical and physiological features and predicts several others. ...

Citation: George D, Hawkins J (2009) Towards a Mathematical Theory of Cortical Micro-circuits. PLoS Comput Biol 5(10): e1000532. doi:10.1371/journal.pcbi.1000532

by mshook 2009-10-13 21:53 saved · htm · jeffhawkins · neuron · brain · mind · sumulation · math · pdf
http://www.numenta.com/for-developers/education/biological-background-htm.php - cached - mail it - history
"We use AS3 to take drawing input and send it back to a server running the Numenta software. The server performs and inference and sends a response back to the Flash frontend. To learn more about how HTMs work, go to"
by mshook 2008-05-11 14:08 cool · numenta · bayesian · recognition · aws · as3 · ec2 · htm · neuron · neuralnet · python
http://layersixlabs.com/pics/Numenta.html - cached - mail it - history
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