Project Description:
This is an interdisciplinary field that merges mathematics, computer science, and neuroscience, providing a comprehensive understanding of mathematical concepts and their practical applications in studying neural networks and connectivity among brain regions. It offers valuable insights into brain function and analysis methodologies. This study is structured into three phases. Phase 1 includes mathematics for machine learning, Phase 2, simultaneously with Phase 1, encompasses programming, preferably using Python, and Phase 3 integrates the knowledge gained from Phases 1 and 2 to analyze real-world fMRI data. The latter phase seeks to enhance our understanding of brain function and cognitive processes through empirical analysis.
Prerequisites
Calculus I and II, basic Linear Algebra knowledge, and basic programming skills.
Special Comments
If students don’t have linear algebra knowledge or programming skills, they will be required to learn during the Winter semester as a directed study officially or unofficially.
Project Information
Estimated Start Date: 6/1/2024
Estimated End Date: 8/9/2024
Maximum number of students sought: 2
Contact Information: Prof. Sima Ahsani (sahsani@wlu.edu)