Artificial intelligence and digital mind technology
Experts in Europe and the United States are trying to develop a mechanical alternative to the human brain by fully understanding it
Most of us recognize an object after seeing it once or twice, but artificial or mechanical intelligence requires thousands of examples to recognize an object or word. Google Deep Mind has come up with a solution that allows machine intelligence to recognize an object after viewing an image. We can call it the pictorial method of education. Google's team recently demonstrated this in marked images, text, and language in an image database.
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| Artificial intelligence and digital mind |
Although machine intelligence can identify objects in the best way, it takes a lot of time and is expensive. For example, machine intelligence will be able to identify automated vehicles on the road after thousands of instances. But the problem is that it is practically impossible to provide so much data to a machine. A robot that has to work in a strange house cannot spend countless hours identifying the rooms in the house. Oriol Vinyals, a scientist working at Google Deep Mind, has introduced a new neural network memory device for machine intelligence into the system. Images need to be viewed.
The Google team has also demonstrated the system's capabilities on images marked on the Image Network. However, software still requires hundreds of categories to identify the image. But then it can identify the desired object with just one image. Now the system can identify any animal after looking at only one image. Vaniels says it remains to be seen if the system can quickly learn the meaning of the new word. Knowing the meaning of new words is very important for Google search engine.
The deep learning system has become very useful with the addition of additional memory mechanisms. Another Google Deep Mind team has developed a flexible memory system capable of working on simple reasoning. For example, identifying any subway route with the help of a simple diagram. Seng Wang Li, head of the brain and machine intelligence team at the Korean Advanced Institute for Science and Technology, says it's a good idea to identify with such a large data set with just one image.
We want to see a lot happen. About five years ago, the European Union launched a 1billion project to develop a digital brain, so that the human brain could be fully understood. Scientists working in 135 scientific institutes in European countries are participating in this project called Human Brain Project (HBP). According to reports, in this project, scientists are trying to develop a computer simulation that will help to fully understand the human brain.
According to scientists, the human brain is made up of more than one billion neurons and more than one trillion lone pairs. According to Professor Henry Markram of Switzerland, the aim of the project is to gather all the information about the human brain and create a computer technology that can be used to make simulations about the brain. According to him, the objectives of the project include how to diagnose mental illnesses and how to develop a new digital brain by understanding the human mind.
Scientists estimate that current computer technology is not capable of producing complete simulations of selected parts of the human brain. This project to understand the human brain is being compared to the Human Genome Project. Remember that thousands of scientists took part in the human genome project that lasted for a decade and this project was an attempt to understand the human genetic code. Billions of dollars were spent on this project. Scientists believe that after the completion of the Human Brain Project, it will be possible to diagnose human brain diseases by comparing human and digital brains. The EU plan will run for another five years.
According to Professor Henry Markram, it is very important for scientists to understand why the human brain is so unique and what are the factors behind human behavior and intelligence. On the other hand, scientists in the United States are making such maps of the human brain. There are some things that can help you to understand why a person is naturally inclined towards science or music or the fine arts. A few photos from the study were unveiled at a June 2014 meeting of the American Institute for Scientific Development in Boston. The project involves scanning a brain scanner at a general hospital in the US state of Massachusetts. Are using to the last.
American researcher Dr. Van Weeden and his colleagues hope that through this research, they will be able to know how the brain works and deteriorates. He says there has been no significant change in the treatment of mental illness in the last 100 years, and that experts have no way of imaging the brain, as is the case with heart tests.
According to Dr. Van, it would be very interesting for us to get inside the brain and examine it and then tell people what their problem is. Dr. Tim Behrens of the University of Oxford says that after this research, experts are conclusive Will be able to verify that every human brain is different, such as every connection. According to him, the project will also provide an opportunity for experts to learn about human behavior and attitudes.