Modification of Kohonen's SOFM to Simulate Cortical Plasticity Induced by Coactivation Input Patterns

We present a modification of Kohonens SOFMin order to simulate cortical plasticity induced by coactivation patterns. This is accomplished by introducing a probabilistic mode of stimulus presentation and by substituting the winner-takes- all mechanism by selecting the winner from a set of best matching neurons.

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