Deep Learning.

Catalog description

PR: CPE 520 . Review of neural network architectures; introduction to advanced deep neural network architectures that use many layers and large databases; application of deep learning to dimensionality reduction, latent feature extraction, and manifold representation; coupled deep neural networks for cross-modality object verification; use of multiple neural networks for data fusion; applications of deep learning in biometrics, computer vision, and data mining.