Computational Modeling for Cognitive Neuroscience

Topics

• Introduction to measures of human brain activity
• Focusing on non-invasive methods
• Assessing human perception and cognition
• Predictive models
• Computational models of perception
• Decoding
• Using and contributing to community maintained data analysis software
• Data structures for brain data
• Analysis pipelines and replicability
• Practical experience
• Open-source data analysis tools
• Public datasets