Classical Neural Networks - Neural Networks and Micromechanics - page 8

Fig. 2.1 Model of the concept “building”
Fig. 2.2 Neural presentation of a model “building”
to the walls, other neurons correspond to windows, and others correspond to the
white color of the walls, and so on. The more frequently perceived features of
the building form the core of the assembly, and rare features create a fringe of the
assembly (Fig. 2.2 ).
Due to the fringe of the assembly, different concepts may have a large number of
associations with other concepts. “Fringe” systems were introduced by Hebb to
explain how associations are provided. Different circumstances lead to varying
fringe activity. If it is day, the white color of the building will be observed, and in
the model the neuron set that corresponds to color will be excited. “Core” is the
most connected part of the assembly. In our example, the core will be neurons that
correspond to walls and windows. The conceptual activity that can be aroused with