Informed Consent
Artificial Intelligence
The mathematical study of quantifying, storing, and communicating information, essential for understanding AI model complexity and efficiency.
Detailed Explanation
Information Theory, a branch of mathematical science, focuses on quantifying, storing, and transmitting information efficiently. It introduces concepts like entropy and data compression, which are vital in optimizing AI models by reducing complexity and improving data handling. This foundation aids in designing algorithms that effectively manage large datasets, enabling AI systems to learn, communicate, and operate more efficiently.
Use Cases
- •Designing data compression algorithms to optimize AI model storage and improve communication efficiency in neural networks.
Related Terms
Other terms in the Artificial Intelligence category