Topology and Artificial Intelligence - Applications and Recent Progress
Offered By: BIMSA via YouTube
Course Description
Overview
Explore the intersection of algebraic topology and artificial intelligence in this comprehensive lecture by Jie Wu at ICBS2024. Delve into three key areas: the application of language models to homotopy groups of spheres, statistical modeling and topological theories for high-order interaction complex networks (focusing on idopNetwork and GLMY theory), and practical applications of GLMY theory in data analysis, particularly in the study of complex diseases. Gain insights into cutting-edge research that bridges the gap between abstract mathematical concepts and real-world AI applications over the course of this hour-long presentation.
Syllabus
Jie Wu: Topology and Artificial Intelligence #ICBS2024
Taught by
BIMSA
Related Courses
Introduction to Algebraic Topology (Part-I)Indian Institute of Technology Bombay via Swayam Introduction to Algebraic Topology (Part-II)
NPTEL via Swayam Intro to the Fundamental Group - Algebraic Topology with Tom Rocks Maths
Dr Trefor Bazett via YouTube Neural Sense Relations and Consciousness - A Diagrammatic Approach
Models of Consciousness Conferences via YouTube Classification of 2-Manifolds and Euler Characteristic - Differential Geometry
Insights into Mathematics via YouTube