In the past few years, the EU has shown a growing commitment to address the rapid transformations brought about by the latest Artificial Intelligence (AI) developments by increasing efforts in AI regulation. Nevertheless, despite the growing body of technical knowledge and progress, the governance of …

Explainable artificial intelligence (xAI) is seen as a solution to making AI systems less of a “black box”. It is essential to ensure transparency, fairness, and accountability – which are especially paramount in the financial sector. The aim of this study was a preliminary investigation of the perspectives …

Artikel in vakblad AG Connect waarin de auteurs ingaan op de uitlegbaarheid en begrijpbaarkeid van kunstmatige intelligentie.

We present a novel architecture for an AI system that allows a priori knowledge to combine with deep learning. In traditional neural networks, all available data is pooled at the input layer. Our alternative neural network is constructed so that partial representations (invariants) are learned in the …

Dit artikel legt het belang uit van goede uitleg van kunstmatige intelligentie. Rechten van individuen zullen door ontwerpers van systemen van te voren moeten worden ingebouwd. AI wordt beschouwd als een 'sleuteltechnologie' die de wereld net zo ingrijpend gaat veranderen als de industriele revolutie. …

From the article: The ethics guidelines put forward by the AI High Level Expert Group (AI-HLEG) present a list of seven key requirements that Human-centered, trustworthy AI systems should meet. These guidelines are useful for the evaluation of AI systems, but can be complemented by applied methods and …

From the article: Abstract: An overview of neural network architectures is presented. Some of these architectures have been created in recent years, whereas others originate from many decades ago. Apart from providing a practical tool for comparing deep learning models, the Neural Network Zoo also uncovers …

Het RAAK MKB-project Geautomatiseerd Game Design is na de oorspronkelijke projectduur van 1 maart 2013 t/m 31 mei 2015 nog met drie maanden uitgebreid om nog gebruik te kunnen maken van tot dan toe onbenutte projectresources, ten behoeve van (1) de ontwikkeling van cursus- en trainingsmateriaal, (2) …

Many origin of life theories argue that molecular self-organization explains the spontaneous emergence of structural and dynamical constraints. However, the preservation of these constraints over time is not well-explained because of the self-undermining and self-limiting nature of these same processes. …