MITCBMM Courses

The Dynamics of the Unconscious Brain Under General Anesthesia

5 reviews

Explore how general anesthesia alters neural oscillations in the brain with MITCBMM. Learn from Prof. Emery Brown, understand the impact of anesthesia on neural signals, and potential methods for restoring brain function post-anesthesia.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

Singularity on OpenMind

1 review

Learn to incorporate Singularity, an HPC container service, into your workflow with this 1-2 hour tutorial by MITCBMM's Satrajit Ghosh. Ideal for reproducible research.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Online Course

Nancy Kanwisher: History of Neuroimaging Research on Face Recognition

Explore the history of neuroimaging research on face recognition with MITCBMM. Dive into topics like inversion effect, functional MRI, and anatomical variability in under an hour.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course

M-Theory

Dive into M-theory with MITCBMM's concise program. In under an hour, explore core theory, invariant representation, theorems, and biological predictions.

• YouTube
• 52 minutes
• On-Demand
• Free Online Course

Filters and Other Potions for Early Vision and Recognition

Explore early vision and recognition with MITCBMM's short program. Learn about deep networks, processing hierarchy, and pedestrian detectors from Pietro Perona of Caltech.

• YouTube
• 43 minutes
• On-Demand
• Free Online Course

Compositional Models - Complexity of Representation and Interference

Explore the complexity of compositional models with MITCBMM's online material, featuring insights from UCLA's Alan Yuille. Dive into data-driven models, feedback, hierarchies, and more in under an hour.

• YouTube
• 51 minutes
• On-Demand
• Free Online Course

Scattering Bricks to Build Invariants for Perception - Part 1

Explore high-dimensional classification, wavelet translation, and deep convolution networks in less than an hour with MITCBMM's online offering.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course

Transformations in Early Vision from a Symmetry Argument

Explore early vision transformations and symmetry arguments in this MITCBMM offering. Learn about visual processing, machine vision, and edge detection in under an hour.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

Learning in Recurrent Neural Networks

Dive into recurrent neural networks with MITCBMM's online material, featuring 1-2 hours of content by Larry Abbott. Explore models, spikes, and effective connectivity.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Online Course

Dynamical Systems in Neuroscience

Explore dynamical systems in neuroscience with MITCBMM's online material. Ideal for grad students and postdocs with computational interest. Includes lectures, exercises, and discussions.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course

Dimensionality Reduction II

Explore dimensionality reduction, cluster computing, and OpenMind in this MITCBMM tutorial. Ideal for grad students and postdocs with computational interest. Less than 1 hour workload.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Prof. Lorenzo Rosasco- Multiple Kernel Learning

Dive into Multiple Kernel Learning with Prof. Lorenzo Rosasco from MITCBMM. Expect 1-2 hours of material covering vector notation, proxy operators, and more.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Online Course

The Learning Problem and Regularization

Dive into the learning problem and regularization with Prof. Tomaso Poggio's 1-2 hour material from MITCBMM, covering key properties, error types, algorithms, and more.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Online Course

Jeffrey Mark Siskind - Computer Vision Language

Explore computer vision and language methods with MITCBMM's concise program, covering topics from video captioning to unified cost functions.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course

Human-Human Communication

Explore human-human communication and its application in human-robot dialogue with MITCBMM. Learn about referential grounding, interaction flow, and action learning in under an hour.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course