Essay 2. Deep learning after master-depth learning

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As for this article, I really wanted to write about it last week, but I have always felt that it has to be considered before writing.

First of all, my article will not use blunt theory to introduce what is deep learning, what is artificial intelligence, because I want to let this event has a trans-era significance to be more people understand.

When it comes to artificial intelligence, the biggest shock to me is three things: 1. From a very small time to the beginning of the junior high school, countless times to see the "Deep Blue" introduction, know that the machine can defeat the human race, here I emphasize is not stronger than the human race but defeated. 2. In junior high school saw a "enemy machine" film, the direct and very vivid image of the shock is very powerful, we seem through the imagination of the film once again feel the machine can defeat mankind. 3. The third thing is that today I'm going to say that Master's 60 wins 1 flat completely rout humans.

Dark blue Computer

Enemy Machine

Alphago

It can be said that master in the post-blue era is a new historical creator. The man was proud of the go advantage after deep blue, and today is no longer there. If Deep Blue is only the beginning of human defeat to the machine, then master can mark the human face of the machine has no operational advantages. And computing is the foundation of human intelligence.

Actually speaking of master we must from last March AlphaGo4 than 1 win South Korea weiqi Nine players Li Shishi incident, Alphago is a Google company based on depth learning of artificial intelligence algorithm (in fact, can be said to be a network). And Master is an upgraded version of Alphago. First of all, if you don't know Weiqi, or if you don't know about AI, it's hard to understand the shock. Compared to the chess, Weiqi each chess brings the computation amount is extremely huge, among them the change is also extremely huge. It is also the reason why machines are difficult to overcome in a long period of time although there are similar challenges.

Alphago 4:1 Li Shishi

The Master of the news broadcast has swept the chess master

Master wins Qisheng nie weiping

Dr. Huang, Master's development team member

About the depth of learning, I would like to use the white words to listen to you, we may have never thought, why do we know what is the flower, what is grass, what is a tree. Why we can speak and understand the meaning of this remark. These are the strengths of our human brain, and the computer can not, the straightforward point is that people are alive, the computer is dead. But the purpose of artificial intelligence is to allow computers to think like humans, to know what things are, to understand what people say and to talk to people. In order to achieve these, mankind has made great efforts and achieved today's achievements.

Mankind has long ceased to develop, the next era is the computer age

Deep learning is one of the most popular fields of artificial intelligence in the past 10 years. Through the human Brain Neural network simulation allows the computer to have self-learning ability, and deep learning to expand the study to a wider and deeper more accurate. Now the depth of study has entered the blossom, Hundred Qi Ming Stage. Good papers come out a lot every year, and many good neural network structures are constantly being developed. The recognition rate of machine is greatly improved, and the error is greatly reduced. Believe that in the future, the machine brain will be the same as the human brain to understand things, understand language and so on.

As a part of a deep learning field, I think I am very Sinyun to catch up with the good timing. Master is just the beginning, the future of the road you have me.

But finally want to return to go on, when Coger and other Weiqi experts have said the idea of subversion, I want to say from deep blue in fact we can guess today. There is nothing to be sad about, after all, the machine is also a masterpiece of mankind. At the same time, the machine can not replace the human to compete, and this will not be the end of the machine development. So we don't have to be pessimistic, the machine can in turn help humans, this is the original intention of artificial intelligence.

Coger Micro Blog

Coulee Micro Blog

Finally, attach a hyperlink to Mr. Nie Weiping's Qiang Qiang on the three-person line after the game: http://v.ifeng.com/news/society/201701/ 013ec128-ddca-4e53-b940-bb4d006bfab2.shtml (nie weiping: I once thought Invincible saw master after the service)

I believe that you will also have some feelings.

This article for the original article reproduced must indicate the source of this article and attached this article address hyperlink and blog address: http://blog.csdn.net/qq_20259459 and author mailbox (jinweizhi93@gmai.com).

(If you like this article, you are welcome to pay attention to my blog or to do a bit of praise, there is a need to mail contact me)