from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Computational Neuroscience Course provides practical, code-focused skills to manage real neural datasets. Learn to load and preprocess spikes and calcium signals, build and validate decoders, model population dynamics, and connect simulations to behaviour. You also master reproducible workflows, performance optimisation, and clear, publication-ready visualisations and reports for solid data-driven conclusions.
Elevify advantages
Develop skills
- Neural spike analysis: build PSTHs, rasters and tuning curves in minutes.
- Population modelling: simulate rate and LIF networks that match real PSTHs fast.
- Neural decoding: train robust classifiers and quantify accuracy with confidence.
- Dimensionality reduction: apply PCA and manifolds to interpret neural dynamics.
- Reproducible pipelines: organise neural data, code, and figures for clinical research.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workloadWhat our students say
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