Mediaspace scheduled maintenance: Aug 25, 2026 07:00 - 12:00 AM. During this time, videos will be temporarily unavailable. Check status updates.

Home

Lecture

Multivariate Methods II: ICA for Functional Brain Imaging

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (35)

Unsupervised Learning: Dimensionality Reduction and Clustering Log in to Mediaspace to watch this video

Covers unsupervised learning, focusing on dimensionality reduction and clustering, explaining how it helps find patterns in data without labels.

Principal Component Analysis: Geometric Interpretation and Dimension Reduction Log in to Mediaspace to watch this video

Explores Principal Component Analysis for dimension reduction and data representation in a new basis.

Statistical Signal Processing Log in to Mediaspace to watch this video

Covers Gaussian Mixture Models, Denoising, Data Classification, and Spike Sorting using Principal Component Analysis.

Data-Driven Modeling in Neuroscience: Meenakshi Khosla Log in to Mediaspace to watch this video

By Meenakshi Khosla explores data-driven modeling in large-scale naturalistic neuroscience, focusing on brain activity representation and computational models.

Clustering & Density Estimation Log in to Mediaspace to watch this video

Covers clustering, PCA, LDA, K-means, GMM, KDE, and Mean Shift algorithms for density estimation and clustering.

Neuroprosthetics: Advances in fMRI in Rodents Log in to Mediaspace to watch this video

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

Clustering & Density Estimation Log in to Mediaspace to watch this video

Covers dimensionality reduction, PCA, clustering techniques, and density estimation methods.

Clustering & Density Estimation Log in to Mediaspace to watch this video

Covers dimensionality reduction, clustering, and density estimation techniques, including PCA, K-means, GMM, and Mean Shift.

Principal Component Analysis: Dimension Reduction Log in to Mediaspace to watch this video

Explores Principal Component Analysis for dimension reduction in datasets and its implications for supervised learning algorithms.

Neurobiological Signal Processing Log in to Mediaspace to watch this video

Explores neurobiological signal processing, covering spike modeling, signal classification, and data characterization using principal component analysis.

Deep Brain Stimulation: Network Effects and Connectivity Log in to Mediaspace to watch this video

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.

Neural Networks Recap: Activation Functions Log in to Mediaspace to watch this video

Covers the basics of neural networks, activation functions, training, image processing, CNNs, regularization, and dimensionality reduction methods.

Laplace Equation: Decomposition and Solutions Log in to Mediaspace to watch this video

Covers the Laplace equation, decomposition of linear problems, and solutions through separation of variables.

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.

Activism Consequences & Art Pricing in Renaissance Log in to Mediaspace to watch this video

Examines the impact of activism, philanthropy in Geneva, and art pricing in the Renaissance.

Page 2 of 2