NEUS1200 Signal and Data analysis in Neuroscience (1–10 op)

• Signals & data in neuroscience
• Stochastic processes
• Poisson processes
• Single spike train
• Multiple spike trains
• Event related activity
• Neural encoding
• Neural discrimination
• Neural decoding
• Optimization
• Information theory
• Frequency domain
• Systems
• Filters
• Spectral analysis
• Wavelets
• Clustering
• Dimensionality reduction
• Independent component analysis (ICA)

Provide the basis for enabling the analysis of signals and data acquired in the various fields related to
brain sciences.

TBC