Improving pooling method for regularization of convolutional networks based on the failure probability density
Sign Up to like & getrecommendations! Published in 2017 at "Optik"
DOI: 10.1016/j.ijleo.2017.07.045
Abstract: Abstract This research proposes an improved pooling method for regularized convolutional neural network (CNN). This pooling method intends to assign failure probability density (FPD) values to pixel points in image feature domains after projection of… read more here.
Keywords: pooling method; based failure; image; failure probability ... See more keywords
Automated Parkinson's disease recognition based on statistical pooling method using acoustic features.
Sign Up to like & getrecommendations! Published in 2019 at "Medical hypotheses"
DOI: 10.1016/j.mehy.2019.109483
Abstract: Parkinson's disease is one of the mostly seen neurological disease. It affects to nervous system and hinders people's vital activities. The majority of Parkinson's patients lose their ability to speak, write and balance. Many machine… read more here.
Keywords: pooling method; disease; method; statistical pooling ... See more keywords