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Course Title[Course Code]:Programming Applications for Scienific Computation[SC 515]

Faculty: Computers and Artificial Intelligence
Department: Computer Science
Program: Computer Science
Compulsory / Elective:Elective
Postgraduate(Diploma-Not Available)
Hours:
Lecture:( 3 ) Practical / Clinical:( - ) Tutorial:( - )

Course Description:
This course investigates computation by neurons. Of primary concern are models of neural computation and their neurological substrate, as well as the physics of collective computation. Topics include rate-code of neural networks, their differential equations, and equivalent circuits; stochastic models and their energy functions; associative memory; supervised and unsupervised learning; development; spike-based computing; single-cell computation; error and noise tolerance.