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ECBM E4040

NEURAL NETWRKS & DEEP LEARNING

3.00 points · University catalogue

Lect: 3. Developing features - internal representations of the world, artificial neural networks, classifying handwritten digits with logistics regression, feedforward deep networks, back propagation in multilayer perceptrons, regularization of deep or distributed models, optimization for training deep models, convolutional neural networks, recurrent and recursive neural networks, deep learning in speech and object recognition

Prerequisites & course information

Prerequisites: ( BMEB W4020 ) or ( BMEE E4030 ) or ( ECBM E4090 ) or ( EECS E4750 ) or ( COMS W4771 ) or BMEB W4020 OR BMEE E4030 OR ECBM E4090 OR EECS E4750 OR COMS W4771 ; or equivalent.

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