Convex Sunflower Theorems and Neural Codes
Offered By: Applied Algebraic Topology Network via YouTube
Course Description
Overview
Explore the fascinating intersection of neuroscience and discrete geometry in this 58-minute lecture by Amzi Jeffs. Delve into the groundbreaking discovery of place cells in rat hippocampi and their role in cognitive mapping. Examine the mathematical model of convex codes introduced by Curto et al. and the challenges in classifying them. Learn about new discrete geometry theorems inspired by Helly and Tverberg, and their application in proving surprising results about the dimensionality of convex open set realizations for neural codes. Investigate concepts such as convex sunflowers, trunks, and the relationship between the number of neurons and the complexity of their spatial representations. Gain insights into the unexpected connections between seemingly disparate fields and the potential implications for our understanding of neural encoding and spatial cognition.
Syllabus
Introduction
Neuroscience
Neural code
Practice
The big picture
The mathematics
Open convex realization
Past results
Convex sunflowers
Convex codes
Sunflowers
Code
Trunks
Ssubdelta
Number of neurons
Generalization
Two sunflowers
Questions
Number of intersections
Taught by
Applied Algebraic Topology Network
Related Courses
Basic Behavioral NeurologyUniversity of Pennsylvania via Coursera Neuroethics
University of Pennsylvania via Coursera Medical Neuroscience
Duke University via Coursera Drugs and the Brain
California Institute of Technology via Coursera Computational Neuroscience
University of Washington via Coursera