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PSYCH 209: Neural Network Models of Cognition

Neural Network models of cognitive and developmental processes and the neural basis of these processes, including contemporary deep learning models. This is a small, hands-on, discussion intensive class in which students read, comment on, and discuss readings about fundamental mathematical and computational principles of neural networks and larn about classical and contemporary applications. Students also carry out exercises in the first four weeks, then undertake projects during the last six weeks of the quarter. Intended for students with computer programming ability, familiarity with differential equations, linear algebra and probability theory, and one or more courses in cognition, cognitive development or cognitive/systems neuroscience. Instructor consent required.
Terms: Win | Units: 4
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