YoVDO

Computing Persistent Homology - Introduction

Offered By: Applied Algebraic Topology Network via YouTube

Tags

Persistent Homology Courses Computational Mathematics Courses Algebraic Topology Courses Persistence Modules Courses

Course Description

Overview

Explore the fundamental concepts and intuition behind persistent homology computation in this 27-minute tutorial based on the seminal paper by Afra Zomorodian and Gunnar Carlsson. Delve into topics such as persistence modules, decomposition, zero and one-dimensional homology, and computational elements. Gain insights into practical experiments and applications in the field of applied algebraic topology. Access accompanying notes and fill-in-the-blank materials to enhance your understanding of this crucial topic in computational topology.

Syllabus

Introduction
Persistence modules
Decomposition
Zero dimensional homology
One dimensional homology
Computational elements
Experiments


Taught by

Applied Algebraic Topology Network

Related Courses

Vanessa Robins - The Extended Persistent Homology Transform for Manifolds with Boundary
Applied Algebraic Topology Network via YouTube
Persistence in Functional Topology
Applied Algebraic Topology Network via YouTube
Parallel Decomposition of Persistence Modules Through Interval Bases
Applied Algebraic Topology Network via YouTube
Detecting Bifurcations in Dynamical Systems with Zigzag Persistent Homology
Applied Algebraic Topology Network via YouTube
Generalized Persistence Algorithm for Decomposing Multi-Parameter Persistence Modules
Applied Algebraic Topology Network via YouTube