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Neural Networks: Theory and Applications

COS 485

1244
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Organization of synaptic connectivity as the basis of neural computation and learning. Perceptrons, convolutional nets, transformers, and diffusion models. Engineering applications including computer vision and natural language processing.
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Section L01

Section P01

Section P02

Section P03