Foundations of Neural Network Theory

4 Credits.

Introduction to continuous mathematics for cognitive science, with applications to biological and cognitive network models: real and complex numbers, differential and integral multi-variable calculus, linear algebra, dynamical systems, numerical optimization. Recommended course background in Calculus I. This is a basic-level course not appropriate for students with significant math background. tudents who have completed both Calc III ( AS.110.202 or AS.110.211 ) and Linear Algebra ( AS.110.201 or AS.110.212 or EN.553.291 ) or an equivalent combination may not register. Also offered as AS.050.672 .