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Resources
Here, you will find links to web resources I've found useful in my own research, as teaching aids, or are just plain fun. The topics represented here are not organized all that carefully, so have fun hunting and pecking around. You'll almost certainly learn something, or find something to enjoy.
Review of Snell's Law, Reflection and Refraction from the Khan Academy
1 lecture on Snell's Law, and 8 lectures on Reflection & Refraction writ large
The Honey Bee Algorithm by John Bartholdi (my uncle!) and colleagues
in a promo for the Golden Goose Awards from the National Science Foundation
Neural Data Science by Phillip Berens
Lecture series on spike detection and feature extraction from neural data
Fun with Animals
Imaging Systems
Vision & Neuroscience
Imaging Systems, Image Processing, and Computer Vision by Hani Farid
Mathematics and conceptual development of basic processes and tools
Review of Singular Value Decomposition by Steven Brunton
43 mini lectures on a variety of topics
Math Reviews
Essential Statistics by Phillip Berens
Review of basic statistical concepts and practices. Great for undergraduates!
![](images/resources/AnimalEyesSquareSml.jpg)
Name the animals! Answers are upside down:
![](images/resources/shapeimage_4.png)
Animated Math by Grant Sanderson
Well-explained and beautifully animated videos on basic and more advanced math concepts
Introductions to coding
Psychtoolbox Demos by Peter Scarfe
A terrific step-by-step tutorial for learning the basics of psychtoolbox.
Better Explained by The Magic of the Intertubes
Nicely explained math concepts
Introducing Coding to Young Minds (Thanks Emily & Samantha!)
Basic principles for how to develop the mindset for coding, starting from a very young age
Coding tutorials