Projecten per jaar
Persoonlijk profiel
Research profile
Carlos Zednik addresses philosophical questions about the explanation of biological and artificial intelligence. For psychology and neuroscience, he aims to better understand the way in which mathematical models and computers simulations are used to discover and describe cognitive mechanisms, especially within distributed brain-body-environment systems. For artificial intelligence, he aims to develop norms and best-practice methods for explainable AI in the context of machine learning.
Academic background
Carlos Zednik received a Bachelor's degree in Computer Science and Philosophy from Cornell University, and a Masters degree in Philosophy of Mind from the University of Warwick. After receiving his PhD from Indiana University (Bloomington) on the philosophical foundations of cognitive science, he received fellowships from the DAAD and Alexander-von-Humboldt Foundation to conduct postdoctoral research at the University of Osnabrück. Before arriving in Eindhoven, he was an Assistant Professor at the Otto-von-Guericke University Magdeburg.
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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Cognitive Models as Surrogate models for Explainable AI (EAISI Startup)
Zednik, C. (Project Manager) & Budding, C. (Projectmedewerker)
1/01/21 → 31/12/24
Project: First tier
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popAI: A European Positive Sum Approach towards AI tools in support of Law Enforcement and safeguarding privacy and fundamental rights (ERC Horizon 2020)
Müller, V. C. (Project Manager), Müller, V. C. (Projectmedewerker), Zednik, C. (Project Manager) & Zednik, C. (Projectmedewerker)
1/10/21 → 30/09/23
Project: Onderzoek direct
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Scientific Exploration and Explainable Artificial Intelligence
Zednik, C. (Corresponding author) & Boelsen, H., 10 mrt. 2022, In: Minds and Machines. 32, 1, blz. 219-239 21 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand18 Citaten (Scopus)115 Downloads (Pure) -
Solving the Black Box Problem: A Normative Framework for Explainable Artificial Intelligence
Zednik, C. (Corresponding author), jun. 2021, In: Philosophy & Technology. 34, 2, blz. 265-288 24 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
165 Citaten (Scopus) -
Models and mechanisms in network neuroscience
Zednik, C. (Corresponding author), 2 jan. 2019, In: Philosophical Psychology. 32, 1, blz. 23-51 29 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
17 Citaten (Scopus) -
Computational Cognitive Neuroscience
Zednik, C., 2018, The Routledge Handbook of the Computational Mind. Routledge Taylor & Francis Group, blz. 357-369Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Academic
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Descending Marr's levels: Standard observers are no panacea
Zednik, C. & Jäkel, F., 2018, In: Behavioral and Brain Sciences. 41, e249.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review