Multi-layer networks

Materials from class on Thursday, September 17, 2020

Recording

Lecture recording on CMU box.

Clearest and most confusing things

Go to this form and answer these three questions:

  1. What was the most confusing thing from class today? What are you still wondering about?
  2. What was the clearest thing from class today?
  3. What was the most exciting thing you learned?

I’ll compile the questions and send out answers after class.

Youtube videos

3Blue1BRown - What is backpropogation really doing?

3Blue1BRown - Backpropogation calculus

Papers

McClelland, J. L., & Rogers, T. T. (2003). The parallel distributed processing approach to semantic cognition. Nature Reviews Neuroscience, 4, 310—322.

McClelland, J. L., & Rumelhart, D. E. (1981). An interactive activation model of context effects in letter perception: I. An account of basic findings. Psychological Review, 88, 375—407.

Rumelhart, D. E., Hinton, G. E., & Williams, R. J. (1986). Learning representations by back-propagating errors. Nature, 323, 533—536.

Last updated on September 17, 2020