MITCBMM Courses

The Dynamics of the Unconscious Brain Under General Anesthesia

10 ratings

Explore neural oscillations in the anesthetized brain, examining how anesthetics alter brain function across ages and discussing potential methods to enhance post-anesthesia recovery and reduce cognitive impairment.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Cognitive Neuroscience

4 ratings

Explore cognitive neuroscience, brain structure, and core cognitive processes like perception, attention, and memory in this comprehensive overview.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Introduction to Neuroscience

2 ratings

Explore neuroscience fundamentals: neurons, action potentials, synapses, cortical structures, and visual processing. Gain insights into brain function and sensory perception.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Recurrent Neural Networks for Cognitive Neuroscience

1 rating

Hands-on tutorial exploring RNNs in cognitive neuroscience through coding exercises. Learn to train and analyze RNNs for various tasks, with lecture and workshop components using Google Colab Notebooks.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

MEG-EEG Source Estimation Approaches: A Spectrum of Purpose-Built Optimal Tools

1 rating

Explore MEG/EEG source estimation techniques, from dipole models to cortically-constrained approaches. Learn about neural source localization, forward modeling, and applications in neuroscience research.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Singularity on OpenMind

1 rating

Explore Singularity, an HPC container service, for efficient and reproducible research workflows. Learn implementation techniques and best practices for OpenMind integration.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Automation of AI

1 rating

Explore AI automation, industry applications, and optimization strategies with IBM Research expert Lisa Amini in this insightful talk on advancing artificial intelligence.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

BMM Summer Course - Basic and Computational Neuroscience 2018

Explore computational neuroscience through tutorials on vision models, reinforcement learning, deep learning, and cognitive modeling with hands-on data analysis techniques.

• YouTube
• 19 hours 58 minutes
• Self-Paced
• Free Video

Statistical Learning Theory and Applications [2019]

Master statistical learning theory fundamentals and practical applications through comprehensive MIT lectures covering key algorithms and mathematical foundations.

• YouTube
• 1 day 7 hours 54 minutes
• Self-Paced
• Free Video

AFNI Training Bootcamp - Comprehensive fMRI Analysis and Neuroimaging

Master comprehensive fMRI analysis using AFNI software through hands-on training covering preprocessing, statistical analysis, group studies, surface analysis, and advanced visualization techniques.

• YouTube
• 23 hours 53 minutes
• Self-Paced
• Free Video

Statistical Learning Theory and Applications - Fall 2018

Dive into statistical learning theory fundamentals and practical applications through MIT's comprehensive lecture series covering key algorithms and mathematical foundations.

• YouTube
• 1 day 8 hours 38 minutes
• Self-Paced
• Free Video

Statistical Learning Theory and Applications

Master statistical learning theory through kernel methods, regularization techniques, and deep learning optimization with rigorous mathematical foundations and practical applications.

• YouTube
• 23 hours 52 minutes
• Self-Paced
• Free Video

Machine Learning Crash Course 2015

Dive into machine learning fundamentals covering linear models, kernels, PCA, clustering, and practical applications with hands-on GURLS framework implementation.

• YouTube
• 10 hours 29 minutes
• Self-Paced
• Free Video

Statistical Learning Theory and Applications - Fall 2015

Dive into statistical learning theory fundamentals, regularization techniques, kernel methods, and deep learning representations through MIT's comprehensive graduate-level curriculum.

• YouTube
• 1 day 12 hours 53 minutes
• Self-Paced
• Free Video

Analyzing fMRI Data - The General Linear Model

Explore the General Linear Model for analyzing functional MRI data through comprehensive statistical methods and brain imaging techniques.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video