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TGDA+Neuroscience Course

Neuroscience figures
January 15 - April 15, 2020
8:00 am - 5:00 pm
MBI Auditorium, Jennings Hall 355

Course outline

•Day/time: Wednesdays at 2pm.
•First day of classes: January 15, 2020. No class March 4th or March 11th.
•Duration: 1hr. - Number of weeks: 12 (last class April 15th).
•Summer experience dates: May 26-29, 2020.

Week 1. Instructor: Facundo Memoli - Introduction to Topological Data Analysis.

Week 2. Instructor: Yusu Wang - Simplical Homology (Section 1: Simplical Homology).

Week 3. Instructor: Yusu Wang - Simplical Homology (Section 2: Matrix view and computation).

Week 4. Instructor: Yusu Wang - Persistent Homology part 1

Week 5. Instructor: Yusu Wang - Persistent Homology part 2

Week 6. Instructor: Yusu Wang - More on Persistent Homology

Week 7. Instructor: Facundo Memoli - Stability of Persistent Homology

Week 8. Instructor: Sebastian Kurtek - Statistical Analysis through TDA Tools

Week 9. Instructor: Facundo Memoli - Point Clouds

Week 10. Instructor: Facundo Memoli - Analysis of TOSCA data

Week 11. Instructor: Carina Curto - Using Persistent Homology to detect Geometric Structure in Neural Correlations (Topological Analysis of Symemetric Matrices).

Week 12. Instructor: Yune S. Lee - The Overview of fMRI

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