CSCI 7000 - Advances in Artificial Intelligence and Neuroscience
Course
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Syllabus
Instructors
Schedule
Papers
Units
1. Introduction
Paper - Imaging the developing brain with fMRI
Video - Introduction to fMRI
Lab - Jupyter notebook tour
Lab - About Me
2. fMRI Basics
Paper - Fast reproducible identification and large-scale databasing of individual functional cognitive networks
Video - Basic MR Physics
Video - Image Formation
Video - fMRI Signal and Bold Physiology
Video - fMRI Artifacts and Noise
Lab - Visualize Brain Images
Lab - Signal Processing
Lab - Frequency Domain
3. fMRI Analysis
4. Machine Learning
5. fMRI and Machine Learning
6. fNIRS Basics
7. fNIRS Analysis
8. fNIRS and Machine Learning
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Introduction
