CGS 4315 - Intelligent Systems Design

Institution:

The University of Texas at Dallas

Subject:

Description:

Mathematical tools for the design and evaluation of artificially intelligent deterministic and stochastic nonlinear dynamical systems for the purposes of building computational models in the fields of neuroscience, psychology, and artificial intelligence. Topics include: (1) Markov Random Field probability representations, and (2) asymptotic mathematical statistical theory for: parameter estimation, model selection, and hypothesis testing. Prerequisite: CGS 4314 or consent of instructor. (Same as CS 4315) (3-0) T

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.utdallas.edu

Phone Number:

(972) 883-2111

Regional Accreditation:

Southern Association of Colleges and Schools

Calendar System:

Semester

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