Foundations Of Cognitive Science

The Analog Perceptron

'This week provides a case study of how even very simple networks may be related to psychological phenomena. I will present some research that I have conducted recently on analog responses in perceptrons, and how such responses can be related to probability theory. Then I will demonstrate how such networks can inspire some research involving human participants.

Tutorial video on analog perceptrons learning probability of reward
Tutorial video on perceptrons and people being naive Bayesians