Lectures related to Functional neuroimaging

Connectivity-Informed Brain Activity Interpretation

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

Introduction to Dynamic Functional Connectivity

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

Observing the Brain: Neuroimaging Basics

Explores neuroimaging basics, brain network scales, connectivity, history, and physics, emphasizing the importance of understanding data at different scales.

Introduction to organisation principles

Introduces organizational principles and axon-tracing studies in brain connectivity.

Observing the Brain: Basics of Neuroimaging

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

Motor Sequencing: Brain Learning and Fast Movements

Delves into how the brain learns and executes fast motor sequences by planning upcoming movements while controlling ongoing ones.

Imaging Whole-Brain Activity with Functional Ultrasound

Explores functional ultrasound imaging to understand brain-wide activity and behavior modulation.

Spinal Cord fMRI at 7 Tesla

Explores advancements in spinal cord fMRI at 7 Tesla, highlighting its significance in understanding central nervous system pathologies.

Neuroprosthetics: Advances in fMRI in Rodents

Explores new advances in fMRI in rodents, focusing on network psychology to physiology.

Functional Brain Imaging: Signal Processing

Covers neuroimaging techniques, brain structure, MRI basics, and big data in brain research.

Neural Signals and Signal Processing

Explores neural signal processing, MRI techniques, and imaging validation, emphasizing structural and functional connectivity and clinical applications.

Neural Signals and Signal Processing

Covers neural signals, brain enthusiasm, neuroimaging, and statistical analysis in neuroimaging studies.

Dynamic Functional Connectivity: Fundamentals

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

Neural Signals and Signal Processing

Delves into neural signals, GLM, ANOVA, brain mapping, connectivity, and multivariate methods.

Topographic Organization in the Brain

Explores the topographic organization in the brain, focusing on sensory representations and hemodynamic neuroimaging techniques.

Multivariate Methods II: ICA for Functional Brain Imaging

Explores Independent Component Analysis in functional brain imaging, focusing on non-Gaussian sources, cleaning artefacts, and group studies.

Recent Advances in Structural Learning for Graphical Models

Covers recent advances in structural learning for graphical models, including Gaussian models, mixed models, and extreme events.

Deep Brain Stimulation: Network Effects and Connectivity

Explores the network effects of deep brain stimulation beyond the basal ganglia, focusing on optimal connectivity and the role of brain oscillations in PD motor symptoms.

Brain Fingerprinting: Maximizing Identifiability

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

Preprocessing & Topographic Mapping

Covers the preprocessing pipeline for functional brain imaging and topographic mapping in sensory cortices.