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Concept

Connectomics

Related lectures (32)

Higher-order Interactions in Brain Networks

Explores higher-order interactions in brain networks using simplicial complexes and information theory, analyzing data from fMRI, financial time-series, and infectious diseases.

Reconstructing Brain Regions: Challenges and Strategies

Explores challenges in brain region modeling using atlases and strategies to compensate for missing data and assumptions.

Paths, Diffusion, and Navigation

Explores paths in networks, brain connectivity, shortest path routing, network efficiency, navigation, and upcoming midterm.

Paths, Diffusion, Navigation

Explores paths, diffusion, and navigation in brain networks, including topics like Dijkstra's algorithm and network efficiency.

Observing the Brain: Basics of Neuroimaging

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

Graph Theory in Neural Signal Processing

Explores neural signal processing through graph theory, multivariate methods, and fMRI analysis.

Centrality and Hubs

Delves into centrality and hubs in network neuroscience, exploring node importance, small-world networks, brain structural connectome, and percolation theory.

Algebraic statistics: tables and networks

Explores algebraic statistics, log-linear models, and network testing for model goodness of fit.

Optogenetics: Neuronal Activity Integration and Memory Reactivation Log in to Mediaspace to watch this video

Explores optogenetics for integrating neuronal activity and reactivating memory engrams using FLARE and Cal-Light techniques.

Structured Synaptic Connectivity Log in to Mediaspace to watch this video

Explores the structured synaptic connectivity between hippocampal regions using techniques like mGRASP and modeling.

Graph Signal Processing for the Brain Log in to Mediaspace to watch this video

Explores the integration of brain structure and function using Graph Signal Processing techniques, including functional MRI and structural connectome analysis.

Connectivity-Informed Brain Activity Interpretation Log in to Mediaspace to watch this video

Explores integrating brain connectivity to decode and interpret brain activity using graph signal processing and spectral residual networks.