A Locally Recurrent Globally Feed-Forward Fuzzy Neural Network for Processing Lung Sounds
dc.conference.information | Porto, Portugal, September 9-13, 2007 | el |
dc.conference.name | International Joint Conference on Neural Networks | el |
dc.contributor.author | Mastorocostas, Paris A. | |
dc.contributor.author | Varsamis, Dimitris N. | |
dc.contributor.author | Mastorocostas, Costas A. | |
dc.contributor.author | Hilas, Costas S. | |
dc.date.accessioned | 2015-06-28T22:28:00Z | |
dc.date.accessioned | 2024-09-27T18:13:29Z | |
dc.date.available | 2015-06-28T22:28:00Z | |
dc.date.available | 2024-09-27T18:13:29Z | |
dc.date.issued | 2007 | |
dc.description.abstract | This paper presents a locally recurrent globally feedforward fuzzy neural network, with internal feedback, that performs the task of separation of lung sounds, obtained from patients with pulmonary pathology. The filter is a novel generalized Takagi-Sugeno-Kang fuzzy model, where the consequent parts of the fuzzy rules are Block-Diagonal Recurrent Neural Networks. Extensive experimental results, regarding the lung sound category of squawks, are given, and a performance comparison with a series of other fuzzy and neural filters is conducted, underlining the separation capabilities of the proposed filter. | en |
dc.format.extent | 9 | el |
dc.identifier.doi | 10.1007/978-3-540-74695-9_13 | |
dc.identifier.other | http://link.springer.com/chapter/10.1007/978-3-540-74695-9_13 | el |
dc.identifier.uri | https://repository2024.ihu.gr/handle/123456789/1556 | |
dc.language.iso | en | el |
dc.publication.category | Απαγόρευση δημοσίευσης - Βιβλιογραφική αναφορά | el |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Διεθνές | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.title | A Locally Recurrent Globally Feed-Forward Fuzzy Neural Network for Processing Lung Sounds | en |
dc.type | Άρθρο σε επιστημονικό συνέδριο | el |
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