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Cover Image for The Role of Attention Mechanisms in Enhancing Transparency and Interpretability of Neural Network Models in Explainable AI View Article
The Role of Attention Mechanisms in Enhancing Transparency and Interpretability of Neural Network Models in Explainable AI
Bhargav Kotipalli
Jan 01, 0001
In the rapidly evolving field of artificial intelligence (AI), deep learning models' interpretability and reliability are severely hindered by their complexity and opacity. Enhancing the transparency and interpretability of AI...
Attention mechanisms Explainable AI (XAI) Neural network interpretability Transparency in AI data privacy Regulatory compliance Deep learning models Model explainability Ethical AI Attention-based models Computer and Systems Architecture
Published by: Harrisburg University of Science and Technology