Leveraging foundational mathematics for advancements in artificial intelligence

Jia Fan; Mingyang Li; Yueen Li; Lei Zhang; Zhen Wang

doi:10.1117/12.3054753

16 January 2025 Leveraging foundational mathematics for advancements in artificial intelligence

Jia Fan, Mingyang Li, Yueen Li, Lei Zhang, Zhen Wang

Author Affiliations +

Proceedings Volume 13447, International Conference on Mechatronics and Intelligent Control (ICMIC 2024); 134472O (2025) https://doi.org/10.1117/12.3054753
Event: International Conference on Mechatronics and Intelligent Control (ICMIC 2024), 2024, Wuhan, China

Abstract

Mathematics plays a crucial role in articulating the rationale behind artificial intelligence across various tiers. It furnishes a numerical structure for delineating cognition, sentiment, and advanced intellect. Core mathematical principle said in unraveling the underpinnings of correlation and causation within AI, facilitating innovative data exploration techniques characterized by multi-faceted, multi-central, and multi-dimensional strategies. Moreover, delving into brain-inspired computation and expansive simulations enriches comprehension of the driving mechanisms and logical connections within AI. Mathematics offers indispensable instruments for crafting novel AI frameworks and steering inventive breakthroughs in this domain.

(2025) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Jia Fan, Mingyang Li, Yueen Li, Lei Zhang, and Zhen Wang "Leveraging foundational mathematics for advancements in artificial intelligence", Proc. SPIE 13447, International Conference on Mechatronics and Intelligent Control (ICMIC 2024), 134472O (16 January 2025); https://doi.org/10.1117/12.3054753

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