Brain Graphs-From Zero to Hero: Hands on workshop on Connectivity.
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Brain Graphs-From Zero to Hero: Hands on workshop on Connectivity.

Hands-on workshop exploring functional connectivity and graph theory in neuroscience, with practical neuroimaging data analysis.

By The PhD Mentor by Prof. Klados

Date and time

Saturday, June 7 · 1 - 3am PDT

Location

Online

Refund Policy

Refunds up to 7 days before event

Agenda

11:00 AM - 11:20 AM

Introduction to Graph Theory Concepts


Basics of graph theory: nodes, edges, and networks Application of graph theory to brain connectivity

11:20 AM - 11:40 AM

Practical Session: Constructing Brain Networks


Hands-on activity: building functional connectivity matrices Visualization of brain networks using provided datasets

11:40 AM - 12:00 PM

Analyzing Graph Properties


Calculating network metrics: degree, clustering coefficient, path length Interpreting the significance of these metrics in neuroscience research

12:00 PM - 1:00 PM

Student Practice


Students will be given real EEG signals and they will be asked to produce and visualize the brain networks and various graph theoretical parameters.

About this event

  • Event lasts 2 hours

📄Workshop Description:

Delve into the intricate networks of the human brain in this workshop designed for neuroscience researchers, graduate students, and professionals. Participants will gain practical experience in analyzing functional connectivity using graph theory methodologies, bridging the gap between theoretical concepts and real-world applications.

🔍What You’ll Learn:

  • Fundamentals of Functional Connectivity: Understand the principles underlying functional connectivity and its significance in neuroscience research.
  • Introduction to Graph Theory: Explore key graph theory concepts such as nodes, edges, clustering coefficients, path lengths, and modularity, and how they apply to brain networks.
  • Data Analysis Techniques: Learn to preprocess and analyze neuroimaging data to construct and interpret functional connectivity matrices.
  • Hands-On Application: Engage in practical sessions using MATLAB to build and analyze brain network models.
  • Interpretation of Results: Develop skills to critically assess and interpret the outcomes of graph theoretical analyses in the context of neurological and psychiatric conditions.

🧰Who Should Attend:

  • Neuroscience graduate students and researchers seeking to enhance their analytical skills.
  • Clinicians and professionals interested in the applications of functional connectivity in diagnostics and treatment planning.
  • Data scientists and engineers working at the intersection of neuroscience and computational modeling.

📅Workshop Details:

  • Duration: 2 hours
  • Format: Online session combining lecture with hands-on exercises.
  • Prerequisites: Basic understanding of neuroscience and familiarity with data analysis tools is recommended. MATLAB is essential.


By the end of this workshop, participants will have a solid foundation in applying graph theory to functional connectivity analyses, equipping them with the tools to advance their research and professional practice in neuroscience.


Tickets

Frequently asked questions

Do I need prior experience with neuroimaging or graph theory to attend?

No prior experience is required. This workshop is designed for beginners and intermediates. We start with foundational concepts in functional connectivity and graph theory, gradually progressing to hands-on applications. Basic familiarity with neurosci. or data analysis is helpful but not mandatory

What software or tools will be used during the workshop?

We’ll utilize accessible tools such as MATLAB and the BCT toolbox for neuroimaging data analysis. Participants will receive guidance on installing and using these tools, and all necessary datasets will be provided.

Will I receive any materials or certification after the workshop?

Yes, attendees will receive digital workshop materials, including slides, code snippets, and datasets. Upon completion, participants will be awarded a certificate acknowledging their participation and the skills acquired.

Will I have access to the workshop materials after the session?

Absolutely! All participants will be invited to a dedicated Google Classroom, where you’ll find all workshop materials—including slides, datasets, code examples, and additional resources. This platform also serves as a space for ongoing interaction, allowing you to ask questions, share insights, etc

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Early bird discount