EPFLx: The Multi-scale brain

This course explores the latest data, models,and techniques for investigating the different levels of the brain. Find new insights and derive new theories.

₹14857
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Course Insight

Designed for advanced/expert practitioners. Designed for experienced practitioners. We recommend having a solid grasp of Biology & Life Sciences fundamentals before starting this specialization.

Advanced LevelCertification IncludedSelf-Paced Learning

SKILLS TO
MASTER

Biology & Life Sciences Basics
Fundamental principles and concepts
Practical ApplicationTrending
Real-world project implementation
Best Practices
Industry standard workflows and guidelines
Problem Solving
Core Concepts
Implementation
Workflow Integration
Optimization
Careers:Data Scientist, Data Analyst, Machine Learning Engineer.

Quick Facts

7 weeks
Advanced
Online Course
Below sections are verified from last major sync. For real-time updates and today's latest lectures, Check official page here.

What You’ll Learn

Understanding the brain requires an integrated understanding of different scales of organisation of the brain. This means studying the role that genes, channels, cells, microcircuits, and even whole brain regions have in different types of behaviour: From perception to action, while asleep or when being awake.

This coursewill take the you through the latest data, models and techniques for investigating the different levels of the brain. We will show how we can put the pieces together and attain new insights and derive new theories. With contributions from more than 10 international neuroscientists from six different research institutions, the MOOC gives a broad overview of the latest tools and techniques for neuroinformatics, analysis, modelling and simulation.

At the same time, several different tutorials on available data and data tools, such as those from the Allen Institute for Brain Science, provide you with in-depth knowledge on brain atlases, gene expression data and modeling neurons. These tutorials will be followed by exercises that give you the opportunity to acquire the necessary skills to use the tools and data for your own research.

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Outcomes

  • How to explain and contrast different techniques for visualization, mapping, and modeling of single cells, synaptic fields, larger circuits of neurons, and long-range interactions between cortical areas.
  • Ways to classify neurons and relate cell morphology to function.
  • How to use brain atlases and modeling tools.
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FAQs

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EPFLx: The Multi-scale brain
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