What Intelligent Machines Need to Learn From the Neocortex

By JEFF HAWKINS

Posted 2 Jun 2017 | 15:00 GMT

Machines won’t become intelligent unless they incorporate certain features of the human brain. Here are three of them

Computers have transformed work and play, transportation and medicine, entertainment and sports. Yet for all their power, these machines still cannot perform simple tasks that a child can do, such as navigating an unknown room or using a pencil.

The solution is finally coming within reach. It will emerge from the intersection of two major pursuits: the reverse engineering of the brain and the burgeoning field of artificial intelligence. Over the next 20 years, these two pursuits will combine to usher in a new epoch of intelligent machines.

Why do we need to know how the brain works to build intelligent machines? Although machine-learning techniques such as deep neural networks have recently made impressive gains, they are still a world away from being intelligent, from being able to understand and act in the world the way that we do. The only example of intelligence, of the ability to learn from the world, to plan and to execute, is the brain. Therefore, we must understand the principles underlying human intelligence and use them to guide us in the development of truly intelligent machines.

More: http://spectrum.ieee.org/computing/software/what-intelligent-machines-need-to-learn-from-the-neocortex

http://spectrum.ieee.org/biomedical/imaging/from-macro-to-micro-a-visual-guide-to-the-brain

http://spectrum.ieee.org/computing/hardware/can-we-copy-the-brain

http://spectrum.ieee.org/computing/hardware/can-we-quantify-machine-consciousness

There are good science articles, and there is science-like trash. I will let to the reader to determine. I.V. 

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About basicrulesoflife

Year 1935. Interests: Contemporary society problems, quality of life, happiness, understanding and changing ourselves - everything based on scientific evidence. Artificial Intelligence Foundation Latvia, http://www.artificialintelligence.lv Editor.
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