CSC 571 - Neural Networks

Institution:

Southern Connecticut State University

Subject:

Computer Science

Description:

Prerequisite: MAT 221 A comprehensive study of methods and algorithms based on the artificial neuron concept. A detailed analysis of mathematical models inspired by the brain's ability to process information. An extensive research of neural network techniques such as perceptrons, multi-layered networks, radial basis function networks, support vector machines and principal component analysis. Computational applications of neural network concepts including feature detection, approximation, generalization, learning and memory. 3 credits.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Multiple

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.southernct.edu

Phone Number:

(203) 392-5200

Regional Accreditation:

New England Association of Schools and Colleges

Calendar System:

Semester

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