NEUS1200 Signal and Data analysis in Neuroscience (1–10 cr)
Study level:
Advanced studies
Grading scale:
0-5
Language:
English
Responsible organisation:
Department of Psychology
Curriculum periods:
2024-2025, 2025-2026, 2026-2027, 2027-2028
Description
• 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)
Learning outcomes
Provide the basis for enabling the analysis of signals and data acquired in the various fields related to
brain sciences.
Study materials
TBC