9.641J / 8.594J Introduction to Neural Networks

Spring 2013 schedule:  Tues and Thurs 10:30-12 in 46-4062.

Organization of synaptic connectivity as the basis of neural computation and learning. Perceptrons.  Dynamical theories of recurrent networks: amplifiers, attractors, and hybrid computation. Backpropagation and Hebbian learning.  Models of perception, motor control, memory, and neural development.

Prof. Sebastian Seung

Lecture schedule

Homework assignments


Subject requirements

You can also access the 2002, 2005, and 2006 web pages.