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
Netwerk
Projecten
- 1 Actief
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CRT STA Cognitive Models as Surrogate models for Explainable AI
1/01/21 → 31/12/24
Project: 1e geldstroom
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Scientific Exploration and Explainable Artificial Intelligence
Zednik, C. & 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 AccessBestand -
Solving the Black Box Problem: A Normative Framework for Explainable Artificial Intelligence
Zednik, C., jun. 2021, In: Philosophy and Technology. 34, 2, blz. 265-288 24 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
41 Citaten (Scopus) -
Models and mechanisms in network neuroscience
Zednik, C., 2 jan. 2019, In: Philosophical Psychology. 32, 1, blz. 23-51 29 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
8 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