Course Number
625.638
Next Offered
Spring 2024
Primary Program
Applied and Computational Mathematics
Location
Online
Course Format
Online, Virtual Live

This course will be a comprehensive study of the mathematical foundations for neural networks. Topics include feed forward and recurrent networks and neural network applications in function approximation, pattern analysis, signal classification, optimization, and associative memories.Prerequisites: Multivariable calculus, linear algebra

Course Offerings

New
Open

Foundations of Neural Networks

625.638.8VL
Zerotti Woods
01/23/2024 - 04/30/2024
Tues 4:30 p.m. - 7:10 p.m.
Notes: This course uses the Virtual Live format. All students participate online through live web-conferencing at the scheduled day and time. This is a live-online course in which students participate in live weekly lectures and discussions, and are able to interact extensively with the instructors. All classes are recorded for download and review.
Semester
Spring 2024
Course Format
Virtual Live
Location
Online
Cost
$5,090.00
Course Materials
Textbook
 
Syllabus