Transparency and Interpretability for Learned Representations of Artificial Neural Networks
Richard Meyes
Broschiertes Buch

Transparency and Interpretability for Learned Representations of Artificial Neural Networks

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Artificial intelligence (AI) is a concept, whose meaning and perception has changed considerably over the last decades. Starting off with individual and purely theoretical research efforts in the 1950s, AI has grown into a fully developed research field of modern times and may arguably emerge as one of the most important technological advancements of mankind. Despite these rapid technological advancements, some key questions revolving around the matter of transparency, interpretability and explainability of an AI's decision-making remain unanswered. Thus, a young research field coined with the...