Browsing Faculty of Graduate Studies Online Theses by Subject "Convolutional Neural Networks"
Now showing items 1-4 of 4
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Applications of Deep Convolutional Neural Networks to Passive Acoustic Monitoring of Baleen Whales
(2024-04-14)Research into automated detection and classification systems (DCS) of marine mammal vocalizations in acoustic recordings is expanding internationally due to the necessity to analyze large collections of data for conservation ... -
Classification and Analysis of a Large MEG Dataset using Convolutional Neural Networks
(2019-08-16)Convolutional neural networks were used to classify and analyse a large magnetoencephalography (MEG) dataset. Networks were trained to classify between active and baseline intervals recorded during cued button pressing. ... -
Discriminative Shape Feature Pooling in Deep Convolutional Networks for Visual Classification
(2016-12-12)Unlike conventional handcrafted feature extractors, deep learning approach can extract generic image features without relying on explicit domain knowledge. Recently, there is a trend of combining handcrafted features with ... -
Multi-path Convolutional Neural Networks for Image Classification
(2015)Convolutional Neural Networks have demonstrated high performance in the ImageNet Large-Scale Visual Recognition Challenges contest. Nevertheless, the published results only show the overall performance for all image classes. ...