The application of eXplainable artificial intelligence in studying cognition: A scoping review

• Published in: Ibrain Vol. 10; no. 3; pp. 245 - 265
• Main Authors: Mahmood, Shakran, Teo, Colin, Sim, Jeremy, Zhang, Wei, Muyun, Jiang, Bhuvana, R., Teo, Kejia, Yeo, Tseng Tsai, Lu, Jia, Gulyas, Balazs, Guan, Cuntai
• Format: Journal Article
• Language: English
• Published: United States John Wiley and Sons Inc 05.09.2024; Wiley-VCH
• Subjects: artificial intelligence; cognition; cognitive neuroscience; eXplainable artificial intelligence; neuroscience; Review; XAI models; eXplainable artificial intelligence; cognition; cognitive neuroscience; XAI models; neuroscience; artificial intelligence

The rapid advancement of artificial intelligence (AI) has sparked renewed discussions on its trustworthiness and the concept of eXplainable AI (XAI). Recent research in neuroscience has emphasized the relevance of XAI in studying cognition. This scoping review aims to identify and analyze various XA...