The Study of Artificial Intelligence

To Think as We Do

By M.V. Asid, published Apr 21, 2007
Published Content: 29  Total Views: 9,074  Favorited By: 1 CPs
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As small children, we are able to understand language, to be able to tell the cap from a dog, and play small games like a game of catch. These are the three most important things humans find very easy to do. However, computers and robots cannot do this. The computer scientists have been working for years on how to accomplish these feats in robotics and artificial intelligence

Computers can finally play games can win chess they can even be the world champion aware they cannot talk about chess or even learn backgammon. Needless to say, humans are very broad minded and flexible computers are not.

Computer sciences have finally figured out what they are doing wrong they have not been studying the human brain.

In 1950, Alan Turing conducted an experiment hiding a computer from plain view and as the computer talks to see if it would be able to be distinguished from the human voice.

It has been obvious through the years that is an extreme no. The human brain works in ways completely different from digital computers. In order to build an intelligent machine the human brain must be studied. However, can it be replicated?

A software platform has been built that simulates the human brain it uses Hierarchical Temporal Memory (HTM). The software be can be geared with software tools then be trained. The software learns in the same way children do.

Jeff Hawkins, inventor of the Palm Pilot, is the founder of Palm Computing, Handspring, and the Redwood Neuroscience Institute, has been working on this theory, and has developed software. If you would like to know the details, go to www.numenta.com.

During this study of the human brain, it was discovered that there is one section in the brain that is capable of higher levels of thought and perception. This part of the brain called the neocortex is a large part of the brain and is responsible for hearing language music and motor control.

One of the most complex aspects of the brain is that it decides what goes to what. For example when you hear something, that goes to one part of the brain and when you see something that goes to another part of the brain. Hawkins is most confused at this aspect.

In 1950, Alan Turing conducted an experiment hiding a computer from plain view and as the computer talks to see if it would be able to be distinguished from the human voice.

Credit: www.cs.utexas.edu

Copyright: www.cs.utexas.edu

Takeaways
  • Computer sciences has figured out what they are doing wrong they need to study the human brain
  • A software platform has been built that simulates the human brain
  • Jeff Hawkins, inventor of the Palm Pilot, is the founder of Palm Computing
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Comments
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You don't have to replicate the brain to perform tasks. Playing catch is basically an interception task. Missiles and air defense systems do this all the time. The ABM system is basically an anticipation of ballistic flight. In NLP one can ask what do you mean by know? I would take the view that knowing language was a question of working out the hidden variables of a Markov chain. A way to test this is a 2L translation. If I day "In spring there are flowers" - "[Mamanthal, Primavera, Resorte] son flores". It is clear that translation is in fact compression. Again you do not have to function like the brain to do compression and word association.

Posted on 04/23/2007 at 8:04:00 AM

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