Courses: Neuroimaging Online Courses / Workshops
Date: March 28, 2024 1:31 PM
Table of Contents
- Courses: Neuroimaging Online Courses / Workshops
- Neuroscience Research Courses:
- Neuromatch Academy - Courses
- Course Collections & Study Tracks (INCF)
- MIT OpenCourseWare in Neuroscience
- UMich Center for the Study of Complex Systems
- MIT Center for Brains, Minds + Machines Courses/Tutorials
- Neural Reckoning: Video Series, Imperial College London
- Stanford Center for Reproducible Neuroscience
- Coursera: Neuroscience
- MeTrics Lab
- Conferences
- Stanford Online: Coding for Research/Analysis Courses
Neuroscience Research Courses:
Neuromatch Academy - Courses
- NeuroAI, Bayesian Decisions, Hidden Dynamics, Model Fitting, Modeling Practice, Model Types, Projects Datasets, Intro to Brain Science, Autoencoders Intro, Deep Learning, Network Causality, Dynamic Networks, Biological Neuron Models, Reinforcement Learning, Optimal Control, Hidden Dynamics, Decision Making, Linear Systems, Dimensionality Reduction, Model Fitting, Machine Learning: GLM
Course Collections & Study Tracks (INCF)
- Open Neuroscience Starter Kit
- Introduction to FAIR Neuroscience
- Introduction to Computational Neuroscience
- Introduction to Neuroinformatics
- Introduction to Neurobiology
- Introduction to Brain Medicine
- Introduction to Neuroethics
- International Brain Initiative (IBI) Collection
ICNF Tutorials (Technical and Process) (INCF)
Selected tutorials below. More available on INCF Website
- Hypothes.is: A Web-Based Annotation Tool
- Open Science Framework (OSF)
- Jupyter Notebooks -
- EuroPython Conference
- OpenNeuro.org Tutorials by OpenNeuro.org
- How to Use Allen Institute for Brain Science Resources
- Allen Institute for Brain Science
- Programming for Neuroimaging - Python, R, MATLAB
- Notebooks - Jupyter Notebooks and others
- Coding and Software Tutorials and Processes (INCF)
MIT OpenCourseWare in Neuroscience
Hundreds of courses
- Neuroscience and Behavior
- Cognitive Neuroscience
- Research Topics in Neuroscience
- Developmental Cognitive Neuroscience
- Systems Neuroscience Lab
- Introduction to Computational Neuroscience
- Brain and Cognitive Sciences Computational Tutorial Series
UMich Center for the Study of Complex Systems
MIT Center for Brains, Minds + Machines Courses/Tutorials
Machine Learning for Neuroscience Courses
Functional Organization in the Brain
Neuroscience Methods Courses
- fMRI Methods & Analysis
- Neuroscience Methods, Data Analysis & Innovations
- Psychophysical Methods & Data Analysis
Neural Reckoning: Video Series, Imperial College London
- All Seminars
- Recordings of SNUFA Workshops
Stanford Center for Reproducible Neuroscience
Coursera: Neuroscience
- Neuroscience and Neuroimaging Specialization: Computational Neuroscience by Johns Hopkins University
MeTrics Lab
- Various computational neuroscience Tutorials
- Machine Learning for Biomedical Applications (MLBA) course
Conferences
- Exploring the Bidirectional Relationship Between Artificial Intelligence and Neuroscience: A Workshop
- Cognitive Computational Neuroscience (CCN) Youtube Channel
- OHBM - All Seminarss
Stanford Online: Coding for Research/Analysis Courses
- Intro to Machine Learning Full Course
- Statistics and Data Science
- Statistical Learning with Python
- Statistical Learning with R
- Machine Learning with Graphs (GNNs)
- Marcus Hutter, Google DeepMind [Just slides, projects and readings]