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Interpreter


 

Interpreter is a superstructure that is built on associative self-building neural network. It combines tick data feed and neural network to provide real time and intraday live analysis and foretells. Artificial Foreteller activates Interpreter only when it predicts future trade period. Activation process is the following - Preprocessor examines tick data and generates signal that current trade period is over. That means trend have already changed its direction. Preprocessor transmits calculated values of different criteria to Network Builder that activates corresponding receptors in receptor layer. Associative self-building network propagates activating signals from receptor layer upward. Each network node can be in one of the following state:

  1. Node is activated if it gets activated signals from all input connections (These type of nodes and connections are marked with red color on Figure below).
  1. Node is partially activated if at least one of its input connections does not bring activated signal (These type of nodes and connections are marked with rose color on Figure below).
  1. Node is not activated if all its input connections do not bring activated signal (These type of nodes and connections are marked with blue color on Figure below).

flow chart of the system

If similar trade periods happened before and they were used for system train, then part of the network that represents these periods will be activated. Interpreter compares current situation with those that were used for train and makes conclusion for the future trade period.

As it can be seen from the figure, only a small fragment of associative self-organazed neural network is activated. This feature of associative neural network greatly reduces scope of data that interpreter should process to make conclusion. In the end of activation process interpreter receives activated signals from upper layer of the network and analyses activated and partially activated segments of neural network. Result of interpreter work is a conclusion whether next trade period is favorable for trade or not.

 

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