The human brain is an amazing organ. Its opportunities are so great that they constantly inspire researchers to create new devices. The proof of this is an artificial neural network (INS). The system is one of the most discussed phenomena of modernity and has a practically unlimited scope of application.
What is an artificial neural network
The concept of neural network includes a system of computational units. These are artificial neurons that are similar to living organisms can develop. Experts refer to an instance of a training system acting both in accordance with a given algorithm, formulas and "memorizing" past experience (tasks and decisions).
Inc can be compared with a growing child folding a puzzle - the older becomes a baby, the smaller his mistakes. Like biological, artificial neurons get, process information, then transmit it further. Interacting with each other, INS elements are able to solve new tasks, including:
- definition of the type / class of the object;
- identifying the degree of dependence of individual elements;
- generalization of data, followed by their division into groups based on identified or specified signs;
- Analysis, preparation of forecasts, etc.
Depending on the program, the neural network is capable of memorizing persons, reproduce higher mental processes, for example, speech, thinking, exercise creative choice. Inc today owns many functions and options that were previously available only to human mind. The most important is the network evolve. They are updated due to incoming data. And since the main "place of residence" of INS - the Internet, the lack of data is not experiencing.
Vladislav Rezhepa, a programmer (https://gagadget.com/another/27575-prostyimi-slovami-o-slozhnom-chto-takoe-nejronnyie-seti/).
Neurouset Dall-E - that she can
Enthusiasts gave the INS a new task - creating images without sketches, and on the basis of text. Now neurons are able to combine shape, style, subject in different combination. For example, if you write text: "Chair in the form of avocado", the user will receive a number of interesting images.
But this is not all - you can create any items, but it is worth being careful, for example, the cookware based on the Picamach image can also scare.
The page on which the project is posted is an interactive description of the technology. To start the program, the user clicks the block with the image, changes the introductory data and creates what he likes.
Neural networks for entertainment and not only
Today, inspirates are absolutely all except infants who do not know how to press the smartphone buttons, the tablet. I realized that it was fun to neurallet, the creators were flooded with various game applications.
But entertainment is not the only possibilities of artificial intelligence, the neural networks have been standing in the government. Programs help the law enforcement bodies to search for violators, to identify in a crowd of drug dealers, terrorists, search on the network content of the prohibited view and PR.
As in the case of tracking cameras, there are some difficulties, because instances can be used both to search for lost adolescents, and to tighten control over the behavior of users in the network, etc.
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