Research Article

Computing with Biologically Inspired Neural Oscillators: Application to Colour Image Segmentation

Figure 3

Dynamics of a single neural oscillator and its convergence to a periodic limit cycle. ((a), (c), and (e)) Temporal activity of the excitatory unit which represent the output of the neural oscillator (a). Temporal activity of the inhibitory unit (c). Trajectory of the neural oscillator with a starting point (e). ((b), (d), and (f)) Temporal activity of the excitatory unit (b). Temporal activity of the inhibitory unit (d). Trajectory of the neural oscillator with a starting point (f). It can be seen how the trajectory of the neural oscillator converges to the same stable periodic limit cycle. The same parameters in Figure 2 are used for this simulation.
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(a)
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(b)
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(c)
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(d)
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(e)
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(f)