Neuroengineering training resources

1. Neural data analysis

• Analyzing Neural Time Series Data by Dr. Mike X Cohen
  • Book
  • GitHub repo
• FieldTrip
• EEGLAB

2. Computational neuroscience

• Neuromatch Academy: Computational Neuroscience
• Theoretical Neuroscience by Drs. Peter Dayan and L.F. Abbott

3. Statistics

• Videos on Designing, Running, and Analyzing Experiments by Dr. Scott Klemmer
• Course materials for Applied Linear Modeling by Dr. Bedikt Ehinger
  • Cluster permutation test

4. Deep learning

• Neuromatch Academy: Deep Learning

5. Stimulus presentation framework

• PsychoPy
• Unity
• E-Prime
• PyGame
• PyQt5

6. BCI framework

• BCI2000
• Lab Streaming Layer