{"product_id":"9783658400033","title":"Transparency and Interpretability for Learned Representations of Artificial Neural Networks","description":"\u003ch1\u003eTransparency and Interpretability for Learned Representations of Artificial Neural Networks\u003c\/h1\u003e \u003ch2\u003eMeyes, Richard\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eArtificial 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 general term \u003ci\u003eExplainable AI\u003c\/i\u003e (XAI) has emerged from increasingly strict requirements for AI to be used in safety critical or ethically sensitive domains. An important research branch of XAI is to develop methods that help to facilitate a deeper understanding for the learned knowledge of artificial neural systems. In this book, a series of scientific studies are presented that shed lighton how to adopt an empirical neuroscience inspired approach to investigate a neural network’s learned representation in the same spirit as neuroscientific studies of the brain.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer Vieweg\u003c\/p\u003e \u003cp\u003ePublication Date: 2022-11-28\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783658400033\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-658-40004-0\u003c\/p\u003e \u003cp\u003eDimensions: 210cm x148cm\u003c\/p\u003e \u003cp\u003ePages: 211\u003c\/p\u003e ","brand":"Springer Fachmedien Wiesbaden","offers":[{"title":"Default Title","offer_id":45590074884236,"sku":"9783658400033","price":80.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783658400033.jpg?v=1776086390","url":"https:\/\/lateknightbooks.com\/products\/9783658400033","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}