Modification of Kohonen's SOFM to simulate cortical plasticity induced by coactivation input patterns

Marianne Andres; Oliver Schlüter; Friederike Spengler; Hubert R. Dinse

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Modification of Kohonen's SOFM to simulate cortical plasticity induced by coactivation input patterns

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (1996) 1112 LNCS 421-426

DOI: 10.1007/3-540-61510-5_73

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Abstract

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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Andres, M., Schlüter, O., Spengler, F., & Dinse, H. R. (1996). Modification of Kohonen’s SOFM to simulate cortical plasticity induced by coactivation input patterns. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1112 LNCS, pp. 421–426). Springer Verlag. https://doi.org/10.1007/3-540-61510-5_73

Modification of Kohonen's SOFM to simulate cortical plasticity induced by coactivation input patterns

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