from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Computational Neuroscience Course equips you with practical, code-based skills to manage real neural data. You will learn to load and preprocess spike and calcium signals, construct and validate decoders, model population dynamics, and connect simulations to behaviour. Additionally, you will gain expertise in reproducible workflows, performance optimisation, and producing clear, publication-quality visualisations and reports for solid, data-informed conclusions.
Elevify advantages
Develop skills
- Neural spike analysis: construct PSTHs, rasters, and tuning curves in minutes.
- Population modelling: simulate rate and LIF networks that align with real PSTHs quickly.
- Neural decoding: train reliable classifiers and measure accuracy with confidence.
- Dimensionality reduction: use PCA and manifolds to understand neural dynamics.
- Reproducible pipelines: arrange neural data, code, and figures for clinical research.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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