Search Results for author: Lucas Bechberger

Found 10 papers, 6 papers with code

Grounding Psychological Shape Space in Convolutional Neural Networks

1 code implementation16 Nov 2021 Lucas Bechberger, Kai-Uwe Kühnberger

Shape information is crucial for human perception and cognition, and should therefore also play a role in cognitive AI systems.

Multi-Task Learning

Generalizing Psychological Similarity Spaces to Unseen Stimuli

1 code implementation25 Aug 2019 Lucas Bechberger, Kai-Uwe Kühnberger

The cognitive framework of conceptual spaces proposes to represent concepts as regions in psychological similarity spaces.

Mapping Images to Psychological Similarity Spaces Using Neural Networks

1 code implementation20 Apr 2018 Lucas Bechberger, Elektra Kypridemou

The cognitive framework of conceptual spaces bridges the gap between symbolic and subsymbolic AI by proposing an intermediate conceptual layer where knowledge is represented geometrically.

BIG-bench Machine Learning

Formal Ways for Measuring Relations between Concepts in Conceptual Spaces

1 code implementation6 Apr 2018 Lucas Bechberger, Kai-Uwe Kühnberger

The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.

Formalized Conceptual Spaces with a Geometric Representation of Correlations

1 code implementation11 Jan 2018 Lucas Bechberger, Kai-Uwe Kühnberger

The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.

A Comprehensive Implementation of Conceptual Spaces

1 code implementation14 Jul 2017 Lucas Bechberger, Kai-Uwe Kühnberger

The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.

Measuring Relations Between Concepts In Conceptual Spaces

no code implementations7 Jul 2017 Lucas Bechberger, Kai-Uwe Kühnberger

The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.

The Size of a Hyperball in a Conceptual Space

no code implementations4 Jul 2017 Lucas Bechberger

In this paper, we derive a formula for the size of a hyperball under the combined metric of a conceptual space.

A Thorough Formalization of Conceptual Spaces

no code implementations20 Jun 2017 Lucas Bechberger, Kai-Uwe Kühnberger

The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.

Towards Grounding Conceptual Spaces in Neural Representations

no code implementations15 Jun 2017 Lucas Bechberger, Kai-Uwe Kühnberger

The highly influential framework of conceptual spaces provides a geometric way of representing knowledge.

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