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Computational Neuroscience Course

Computational Neuroscience Course
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 actual neural data. You'll learn to load and preprocess spike and calcium signals, construct and validate decoders, model population dynamics, and connect simulations to behaviour. Additionally, you'll gain expertise in reproducible workflows, performance optimisation, and producing clear, publication-quality visualisations and reports for solid, data-backed insights.

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.
Workload: between 4 and 360 hours

What our students say

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The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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