Resources

Neuroanatomy

• UBC Undergraduate Medicine: Neuroanatomy
  • Has an atlas of the human brain – MRI scans, slices, and more
  • Video tutorials
  • Other useful learning tools
• Interactive Neuroanatomy Atlas
  • Interactive Neuroanatomy Atlas – information about specific regions found in “Select lab here” drop-down menu

fMRI Lectures and Tutorials

• fMRI 4 Newbies
  • Has tutorials about technical aspects of neuroimaging, as well as design & analysis. Also some neuroanatomy resources.
• FSL Course
  • Has lectures & data related to a variety of topics in neuroimaging (types of analysis, statistics, etc.)

Neuroimaging Software

• FMRIB Software Library
  • Analysis tool with some included templates and atlases
• Statistical Parametric Mapping
  • Software for Statistical Parametric mapping – for analyzing brain imaging data sequences
• NeuroElf
  • Matlab-based toolbox for working with neuroimaging data
• BrainVoyager
  • For analysis of neuroimaging data

Coding and Data Analysis

• Datacamp
  • Learn coding in R and Python
  • Helpful tutorials on data analysis
• Gorilla
  • Create online experiments
  • Requires minimal coding
• Psychopy/Pavloviia
  • Create online experiments
  • Uses Python coding
• JSpsych
  • Create online experiments
  • Uses JavaScript coding

Datasets and Other Resources

• NeuroSynth
  • Combines data from fMRI studies – meta-analyses
• Neuroinformatics Tools and Resources
  • Find and compare neuroimaging analysis resources
  • Browse data repository
  • Also has a computing platform with neuroimaging applications
• Human Connectome Project
  • Behavioral and MRI data

Behavioral Study Software

• PsychoPy
  • Application for presentation of stimuli and collection of data for neuroscience and psychology experiments
• Psychophysics Toolbox
  • Matlab-based toolbox for vision and neuroscience research

Data Visualization and Statistical Websites

• Gapminder
  • Visualizations using global and population data
• Lexipedia
  • Search a word, see connections to other words
• TagCrowd
  • Create word clouds and visualize frequency
• SingleFunction – 20 Inspiring Uses of Data Visualization

Computational Tutorials and Resources

• Behavioral Modeling Tutorial
• NEU Artificial Intelligence Syllabus and Resources
• Berkeley Artificial Intelligence Class Syllabus and Resources

National Science Foundation (NSF) Graduate Research Fellowship Program (GRFP) Resources

• Alex Lang’s website on details on and tips for applying to the NSF GRFP
  • Alex also has a working Google Doc with many previously successful NSF GRFP awardees’ research proposals and personal statements
• Mallory P. Ladd’s Advice for those applying to the NSF GRFP

Other Resources

• MRC Psycholinguistic Database
  • Database for psychological and linguistic data for words
• Stimulus sets for psychological experiments