Lectures related to Large-scale brain network

Brain Networks: Modules and Community Structure

Explores brain network modules and community structure, including the natural modular functional connectome, network modularity, and community detection algorithms.

Modules and Community Structure of Brain Networks

Delves into brain network modules, modularity, and community structure, including dynamic modularity and upcoming midterm details.

Brain network atlases: Overview

Provides an overview of brain network atlases and their applications in brain activity analysis.

Brain Fingerprinting: Identifiability and Connectivity Patterns

Explores brain fingerprinting, individual differences, connectivity patterns, and clinical applications.

Brain Fingerprinting: Maximizing Identifiability

Explores brain fingerprinting, maximizing identifiability, and the potential clinical applications of the concept.

Fundamentals of Brain Connectomics

Introduces the basics of brain connectomics, including terminology, data preprocessing, functional MRI, connectivity measures, and modular structure.

Brain Connectomics: Basics of Neuroimaging

Covers the basics of brain connectomics, including brain networks, terminology, data schemes, preprocessing, node connectivity, and functional connectome structure.

Observing the Brain: Basics of Neuroimaging

Explores neuroimaging basics, covering brain observation at different scales and mapping brain networks with various techniques.

Dynamic Functional Connectivity: Fundamentals

Covers the fundamentals of dynamic functional connectivity in the human brain, exploring challenges and analysis methods.

Overview of the Allen Mouse Connectivity Atlas

Covers the Allen Mouse Connectivity Atlas, brain regions, imaging systems, and injection sites.

Centrality and Hubs

Explores centrality, hubs, eigenvectors, clustering coefficients, small-world networks, network failures, and percolation theory in brain networks.

Brain Atlas: Understanding Brain Anatomy MOOC: Simulating a hippocampus micro-circuit

Introduces brain atlas, a collection of maps to understand brain anatomy.

Introduction to Dynamic Functional Connectivity

Covers sliding window analysis, point-process analysis, and auto-regressive models in dynamic functional connectivity.

Introduction into Data Tools and Atlases: Allen Institute Overview

Introduces the Allen Institute's brain atlases, genetic tools, connectivity analysis, and computational models for understanding brain function.

Introduction to Allen Brain Atlas Image Viewers

Introduces the Allen Brain Atlas Image viewers and tools for gene search.

Overview of the Allen Mouse Brain Atlas MOOC: Neuroscience Reconstructed: Genetics and Brain Development

Covers the Allen Mouse Brain Atlas, brain regions, gene expression data, and exploration tools.

Node Degree and Strength

Explores brain node connectivity, node degree, strength, random networks, power law distributions, and the complexity of real networks.

Allen Human Brain Atlas: Basic Search and Visualization Functions

Offers a tutorial on the Allen Human Brain Atlas for searching and visualizing gene expression data.

Neuronal Communication: Understanding Brain Networks

Explores neuronal communication in the brain and a novel method for collecting brain liquid micro-droplets for implantation.

Text Mining: Long-tail Data and Brain Connectivity

Explores text mining of long-tail data in neuroscience and brain connectivity, including named entity recognition, protein concentration mining, and comparison of connectivity matrices.