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
seung@mit.edu
46-5065

Lecture schedule

Homework assignments

Prerequisites

Subject requirements

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