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CS559 Neural Networks

With Professor Erdem Koyuncu https://scholar.google.com/citations?user=VxwcmkwAAAAJ&hl=en

Mathematical neuron models, learning methods, the perceptron, basic nonlinear optimization, backpropagation algorithm, associative memory, hopfield networks, SVM, vector quantization, SOM, PCA, convolutional networks, deep learning.