“Uzacademia” scientific-methodical journal

“UzACADEMIA” scientific-methodical journal
83 
www.academiascience.uz
NEURAL NETWORK MODEL OF ARTIFICIAL INTELLIGENCE 
TECHNOLOGY 
 
F.M.Nazarov
PhD, Associate Professor, Samarkand State University 
Sh.Sh.Yarmatov 
Assistant, Samarkand State University 
 A.Sayidkulov 
Master, Samarkand State University 
 
Abstract
. This study is a theoretical study of the models of artificial intelligence 
technologies and their applications. At present, in most industries, human-made 
processes are carried out by automated systems and machine systems. As a result, the 
use of artificial intelligence technology in management systems is becoming 
increasingly important. The article discusses neural networks for artificial 
intelligence and their content. 
Keywords: 
Control systems, artificial intelligence, neural networks, 
mathematical models, data flow, deep learning, machine learning. 
 
Neural networks
 
is a sequence of neurons connected by synapses. The structure 
of the neural network is directly related to the world of programming from biology. 
Thanks to this structure, you will have the ability to do machine analysis and even 
training. Neural networks are not only able to analyze incoming data, but also 
reproduce them from their own memories. In other words, a neural network is a 
machine interpretation of the human brain that contains millions of neurons that 
transmit information in the form of electrical impulses. 
Synapse 
is a connection between two neurons. Synapses have one parameter 
and are called the weight parameter. With its help, the input data changes as it is 
transmitted from one neuron to another. Suppose there are 3 neurons that transmit 
information to the next neuron. Then we will have 3 weights corresponding to each of 
these neurons. For a neuron of greater weight, this information predominates in the 
next neuron (e.g., color mixing). In fact, the set of weights or weight matrix of a 
neural network is the main activity of the whole system. It is precisely because of 
these weights that the input. 
Neural networks are currently used on many platforms: 
1. Skype has provided simultaneous translation into 10 languages. Among them, 
Russian and Japanese for a minute are some of the most complex in the world. Of 
course, the quality of translation requires serious improvement, but you can be sure 

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