Leveraging foundational mathematics for advancements in artificial intelligence

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.

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Published
2025-01-16
DOI
https://doi.org/10.1117/12.3054753
Primary Topic
Neural Networks and Applications
Type
article
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Leveraging foundational mathematics for advancements in artificial intelligence

Yueen Li, Zhen Wang, Mingyang Li, Lei Zhang et al.
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Neural Networks and Applications
article

Leveraging foundational mathematics for advancements in artificial intelligence

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

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.

Shandong University (CN), Shanghai Jiao Tong University (CN), Shandong Jianzhu University (CN)
Quality Education
Openalex Percentile: Top 100%
Neural Networks and Applications
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