Browsing ODA Open Digital Archive by Author "Liwicki, Marcus"
Now showing items 1-1 of 1
-
Bidirectional Learning for Robust Neural Networks
Pontes-Filho, Sidney; Liwicki, Marcus (Neural Networks (IJCNN), International Joint Conference on; 2019 International Joint Conference on Neural Networks (IJCNN), Chapter; Peer reviewed, 2019)A multilayer perceptron can behave as a generative classifier by applying bidirectional learning (BL). It consists of training an undirected neural network to map input to output and vice-versa; therefore it can produce a ...