UMass Boston

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Neural Networks

Course Overview

Date / Time Location Credits Minimium Tuition*
9/8/26 - 12/11/26
MoWe 1p.m. – 2:15p.m.
McCormack M01-0619 3 $2722 (guest students)
Date
9/8/26 - 12/11/26
Time
MoWe 1p.m. – 2:15p.m.
Location
McCormack M01-0619
Credits
3
Min. Tuition*
$2722 (guest students)

Description

An introduction to artificial neural networks. Topics include a survey of natural neural network models, perceptrons and their limitations, multi-layer networks and back propagation, Hebbian learning, unsupervised competitive learning, relations to automata and computability theory, adaptive resonance theory, applications of connectionist models of computing to various domains, including pattern recognition and databases.

Prerequisites

Permission of instructor

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Course Details