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Extension of the McCelland & Rogers (2003) model of semantic knowledge using neural nets

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Semantic Knowledge - Model Extension

Based on model from: McClelland, J. L., & Rogers, T. T. (2003). The parallel distributed processing approach to semantic cognition. Nature Reviews Neuroscience, 4(4), 310.

Extends the McCelland & Rogers (2003) model to include part-whole relations wherethe parts are also represented as full concepts by the model. e.g bird -> wings. "wings" also repreented as a concept, not just as a feature. Does the neural net model learn a hierarchical structure? e.g. Bird -> wings -> feathers.

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