PinnedGiuseppe Pio CannatainTowards Data ScienceBackpropagation in Fully Convolutional Networks (FCNs)Analysis of the backpropagation phase in convolutional networks11 min read·Feb 3, 2021--3--3
Giuseppe Pio CannatainTowards Data ScienceVanishing gradient in Deep Neural NetworkCauses and possible solutions5 min read·Sep 25, 2021----
Giuseppe Pio CannatainTowards Data ScienceImage derivativeAnalysis of the first derivative of an image9 min read·Jun 7, 2021--1--1
Giuseppe Pio CannataBackpropagation nelle Fully Convolutional Neural Networks (FCNNs)Analisi della backpropagation per reti convoluzionali10 min read·Dec 12, 2020----
Giuseppe Pio CannataAdditive skip connectionAnalisi dei vantaggi introdotti nel training di reti profonde7 min read·Sep 30, 2020----
Giuseppe Pio CannataVanishing gradient in Deep Neural NetworksCause e possibili rimedi5 min read·Sep 1, 2020----
Giuseppe Pio CannataBackpropagation: Come apprende una rete neurale?Loss function, Delta e Chain rules7 min read·Jun 30, 2020----
Giuseppe Pio CannataPerché dovrei fidarmi di te? (LIME)Analisi del metodo Local Interpretable Model-Agnostic Explanations7 min read·May 31, 2020----
Giuseppe Pio CannataPerché dovrei fidarmi di te?Analisi del metodo Grad-CAM6 min read·May 10, 2020----
Giuseppe Pio CannataPillole di IAIntroduzione al concetto di Intelligenza Artificiale6 min read·May 5, 2020----