This page provides links to all of the extra handouts and information sheets that are available either on the web or handed out in class.

Information Sheets

• Master Schedule.
• General Info Sheet.
• Annotated Reference Books: PS, PDF
• MATLAB primer: PS, PDF
• Computing: UNIX and plotting: PS, PDF

Supplementary Handouts

• Linear Algebra Review: PS, PDF (GO THROUGH THIS!)
• Euler Integration Review: PS, PDF
• Speech Recognition Review: PS, PDF
• Derivation of mean firing rate NN Equation: PS, PDF
• Neuronal Densities Factsheet: PS, PDF
• Some stats about the brain: PS, PDF (for fun)
• The Capacity of a Single Neuron (Chapter 29 of Information Theory, Inference and Learning algorithms by David J.C. MacKay (Copyright DJCM 1999)): PS, PDF
• Neural Networks and the Bias/Variance Dilemma: PDF

Demonstrations

• Linear Threshold Units and noisy image recognition. MATLAB code rosedemo.m. Images roses.mat.