Lab 6: Programming in Numpy and Colaboratory

5 abril 2019, 11:00 • Andreas Miroslaus Wichert

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

Programming in Numpy / Tensorflow

5 abril 2019, 09:30 • Manuel Cabido Lopes

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

Lab 6: Programming in Numpy and Colaboratory

5 abril 2019, 09:30 • Andreas Miroslaus Wichert

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

Autoencoders

5 abril 2019, 08:00 • Manuel Cabido Lopes

Autoencoders

Structure of an Autoencoder, Undercomplete Autoencoders, Overcomplete Autoencoders, Sparse Autoencoders, Sparse Codes, Whilshaw Associative Memory, Denoising Autoencoders

LAB 6: Neural Networks

3 abril 2019, 16:30 • Eugénio Ribeiro

Resolution of coding exercises about simple neural networks.