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Towards Grounding Conceptual Spaces in Neural Representations by Bechberger, Lucas; Kühnberger, Kai-Uwe is a scholarly article available to read on EtoBox.

What is Towards Grounding Conceptual Spaces in Neural Representations about?

The highly influential framework of conceptual spaces provides a geometric way of representing knowledge. It aims at bridging the gap between symbolic and subsymbolic processing. Instances are represented by points in a high-dimensional space and concepts are represented by convex regions in this space. In this paper, we present our approach towards grounding the dimensions of a conceptual space in latent spaces learned by an InfoGAN from unlabeled data.

Author

Bechberger, Lucas; Kühnberger, Kai-Uwe

Published

2017

Language

EN