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[NetEase Smart News November 1st] As far as the current technology is concerned, it is not yet possible to create conscious machines, but neuroscience studies have provided us with clues as to how we will implement machines in the not too distant future. Consciousness issues.
In a paper published in the journal Science, three neuroscientists led by Stanislas Dehaene, a member of the French Academy of Sciences, attempted to explain precisely the "consciousness" issue we mentioned in order to find out if the machine could have consciousness. As they say, consciousness is divided into three kinds, but so far computers have only mastered one of them.
The first is the subconscious, which is the vast majority of the human brain. This is our ability to, for example, determine the next move of chess or the ability to recognize faces without knowing what we should do. According to the researchers, this is roughly the same as modern artificial intelligence. For example, the face recognition algorithm of DeepMind's AlphaGo or Face++ is to imitate the consciousness of the brain.
When it comes to true awareness, researchers divide it into two distinct types. One is that while we keep a lot of ideas, we can make all these ideas acceptable to other parts of the brain, so that long-term planning and other capabilities become feasible. The other is the ability to obtain and process information. For example, this allows us to reflect on the mistakes we have made. The researchers stated that the two forms of consciousness mentioned later have not yet appeared in machine learning.
However, in some areas of research, research on the latter two types of consciousness has emerged. For example, last year DeepMind developed a deep learning system that can save some data during its thinking process, which is a key step towards the universality of global information. The hostile neural network conceived by Ian Goodfellow, the father of GANs (Generation of confrontation networks), can assess whether the artificially generated data is real and is developing in the direction of self-awareness.
Although this is only a minor advance in the research process, the researchers stated that these processes may make the machine as human-conscious. In addition, the researchers concluded that if a machine can be given more features, it will behave as if it is "conscious": it will know what it sees, and it will express confidence in it. It reports to others... It may even produce perceptions and illusions just like humans. (Selected from: SCIENCE Compilation: NetEase Seeker Compilation Robot Review: Matcha)
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