Course Info

CSC 578: Neural Networks and Deep Learning

Course focuses on the algorithms, implement, and application of neural networks for learning about data. It will present how neural networks represent data and learn in supervised and unsupervised contexts with applications to language processing, classification, and regression problems. Topics include learning algorithms, and optimization methods, deep learning methods for deriving deep representations from surface features, recursive networks, Boltzmann machines and convolutional networks. PREREQUISITE(S): (CSC 412 and DSC 478) or (CSC 403 and DSC 441)

Fall 2018-2019

Section: 701
Class number: 14555
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00216 at Loop Campus
CLOSED
Section: 710
Class number: 15961
Meeting time: -
Location: N/A at Online Campus

Fall 2017-2018

Section: 701
Class number: 12199
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00216 at Loop Campus
CLOSED
Section: 710
Class number: 12226
Meeting time: -
Location: N/A at Online Campus

Fall 2016-2017

Section: 701
Class number: 32476
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00216 at Loop Campus
Section: 710
Class number: 32536
Meeting time: -
Location: N/A at Online Campus

Fall 2015-2016

Section: 701
Class number: 11210
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00216 at Loop Campus
Section: 710
Class number: 11241
Meeting time: -
Location: N/A at Online Campus

Fall 2014-2015

Section: 701
Class number: 10042
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00216 at Loop Campus
Section: 710
Class number: 10076
Meeting time: -
Location: N/A at Online Campus

Fall 2013-2014

Section: 701
Class number: 10948
Meeting time: M 5:45PM - 9:00PM
Location: CDM 00216 at Loop Campus
Section: 710
Class number: 10987
Meeting time: -
Location: N/A at Online Campus