LAB 6: Neural Networks

3 abril 2019, 15:00 • Eugénio Ribeiro

Resolution of coding exercises about simple neural networks.

Programming in Numpy / Tensorflow

2 abril 2019, 11:00 • Manuel Cabido Lopes

Single neuron with a sigmoid activation and linear activation  in numpy,  in tensorflow, Google drive, Colaboratory, Keras, momentum, adam,

Recurrent Neural Networks

2 abril 2019, 09:30 • Manuel Cabido Lopes

Recurrent Neural Networks

Classical Dynamical System, Unfolding Computational Graphs, Recurrent Networks, Recurrent Hidden Units, Backpropagation Trough Time, Deep RNNs, Neural Machine Translation, neuraltalk2, Image Captioning with Attention

11. Recurrent Neural Networks

2 abril 2019, 09:30 • Andreas Miroslaus Wichert

Classical Dynamical System, Unfolding Computational Graphs, Recurrent Networks, Recurrent Hidden Units, Backpropagation Trough Time, Deep RNNs, Neural Machine Translation, neuraltalk2, Image Captioning with Attention

LAB 6: Neural Networks

2 abril 2019, 08:00 • Eugénio Ribeiro

Resolution of coding exercises about simple neural networks.