You can view the lecture notes (with figures) from within your browser, if you have the Adobe Acrobat plug-in to read pdf files. Download the binhex versions if you have a Macintosh to get all the figures.
Lecture 1 | Adobe Acrobat pdf file | Mathematica notebook | Binhex
Information about the brain: Britannica | The Whole Brain Atlas | Washington U: Interactive brain atlas
Lecture 2a (pdf
file) | Mathematica
notebook | Binhex
Lecture 2b
(pdf file) | Mathematica
notebook | Binhex
Lecture 3 (pdf
file) | Mathematica
notebook| Binhex
Lecture 4 Vectors (pdf
file) | Mathematica
notebook| Binhex
Lecture 5 Lateral inhibition (pdf
file) | Mathematica
notebook| Binhex
Lecture 6 Matrices (pdf
file) | Mathematica
notebook| Binhex
Lecture 7 Matrices & Memory (pdf
file) | Mathematica
notebook| Binhex
Lecture 8 Linear Associator (pdf
file) | Mathematica
notebook| Binhex
Lecture 9 Sampling, Summed vector memory (pdf
file) | Mathematica
notebook| Binhex
Lecture 10 Non-linear networks, Perceptron (pdf
file) | Mathematica
notebook| Binhex
Lecture 11 Regression, Widrow-Hoff (pdf
file) | Mathematica
notebook| Binhex
Lecture 12 - Backpropagation(pdf
file) | Mathematica
notebook| Binhex
Mathematica notebook for Lecture 12 Requires: Backpropagation.m
Lecture 13 - Networks and Visual Representation (pdf
file) | Mathematica
notebook| Binhex
Lecture 14- Principal Components Analysis and NNs (pdf
file) | Mathematica
notebook| Binhex
Lecture 15 - Discrete Hopfield network (pdf
file) | Mathematica
notebook| Binhex
Lecture 16 - Graded response Hopfield network (pdf
file) | Mathematica
notebook| Binhex
Lecture 17 - (Not covered in class)
Sculpting the energy function, interpolation (pdf
file) | Mathematca
notebook| Binhex
Lecture 18 - Statistical inference & the Boltzmann machine (pdf file)
| Mathematca
notebook| Binhex
Lecture 19 - Adaptive maps (pdf
file) | Mathematca
notebook| Binhex
© 1998 Computational Vision Lab, University of Minnesota, Department of Psychology.