Matches in SemOpenAlex for { <https://semopenalex.org/work/W3015703485> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W3015703485 abstract "Brain computer interfaces can help individuals with movement disabilities such as locked-in syndrome, tetraplegia and cerebral palsy by providing a direct interface between the brain and various external mobility and assistive devices, such as spellers, wheelchairs, and prosthetics. Inspired by the recent advancements in computer vision, in this paper, we investigate the use of convolutional neural networks in decoding brain signals and evaluate the performance of our models on an existing dataset of EEG signals acquired through a hand squeeze task. Our model outperforms other neural network models previously applied on this dataset both in terms of accuracy, and training speed. Moreover, our model is not limited by factors such as optimal order for the EEG channels and it is patient-invariant. We further investigate the effects of network architecture on decoder performance and training time." @default.
- W3015703485 created "2020-04-17" @default.
- W3015703485 creator A5002748431 @default.
- W3015703485 creator A5004594693 @default.
- W3015703485 creator A5014100961 @default.
- W3015703485 creator A5054920655 @default.
- W3015703485 creator A5055017686 @default.
- W3015703485 creator A5069212263 @default.
- W3015703485 creator A5070296519 @default.
- W3015703485 creator A5077796433 @default.
- W3015703485 date "2020-02-01" @default.
- W3015703485 modified "2023-09-27" @default.
- W3015703485 title "A Convolutional Neural Network Model for Decoding EEG signals in a Hand-Squeeze Task1" @default.
- W3015703485 cites W1430589195 @default.
- W3015703485 cites W2005479959 @default.
- W3015703485 cites W2025252425 @default.
- W3015703485 cites W2145947508 @default.
- W3015703485 cites W2549392078 @default.
- W3015703485 cites W2565944610 @default.
- W3015703485 cites W2963355311 @default.
- W3015703485 doi "https://doi.org/10.1109/bci48061.2020.9061666" @default.
- W3015703485 hasPublicationYear "2020" @default.
- W3015703485 type Work @default.
- W3015703485 sameAs 3015703485 @default.
- W3015703485 citedByCount "0" @default.
- W3015703485 crossrefType "proceedings-article" @default.
- W3015703485 hasAuthorship W3015703485A5002748431 @default.
- W3015703485 hasAuthorship W3015703485A5004594693 @default.
- W3015703485 hasAuthorship W3015703485A5014100961 @default.
- W3015703485 hasAuthorship W3015703485A5054920655 @default.
- W3015703485 hasAuthorship W3015703485A5055017686 @default.
- W3015703485 hasAuthorship W3015703485A5069212263 @default.
- W3015703485 hasAuthorship W3015703485A5070296519 @default.
- W3015703485 hasAuthorship W3015703485A5077796433 @default.
- W3015703485 hasConcept C154945302 @default.
- W3015703485 hasConcept C15744967 @default.
- W3015703485 hasConcept C169760540 @default.
- W3015703485 hasConcept C173201364 @default.
- W3015703485 hasConcept C28490314 @default.
- W3015703485 hasConcept C41008148 @default.
- W3015703485 hasConcept C522805319 @default.
- W3015703485 hasConcept C57273362 @default.
- W3015703485 hasConcept C76155785 @default.
- W3015703485 hasConcept C81363708 @default.
- W3015703485 hasConceptScore W3015703485C154945302 @default.
- W3015703485 hasConceptScore W3015703485C15744967 @default.
- W3015703485 hasConceptScore W3015703485C169760540 @default.
- W3015703485 hasConceptScore W3015703485C173201364 @default.
- W3015703485 hasConceptScore W3015703485C28490314 @default.
- W3015703485 hasConceptScore W3015703485C41008148 @default.
- W3015703485 hasConceptScore W3015703485C522805319 @default.
- W3015703485 hasConceptScore W3015703485C57273362 @default.
- W3015703485 hasConceptScore W3015703485C76155785 @default.
- W3015703485 hasConceptScore W3015703485C81363708 @default.
- W3015703485 hasLocation W30157034851 @default.
- W3015703485 hasOpenAccess W3015703485 @default.
- W3015703485 hasPrimaryLocation W30157034851 @default.
- W3015703485 hasRelatedWork W10140489 @default.
- W3015703485 hasRelatedWork W10162275 @default.
- W3015703485 hasRelatedWork W13657349 @default.
- W3015703485 hasRelatedWork W14230040 @default.
- W3015703485 hasRelatedWork W3250868 @default.
- W3015703485 hasRelatedWork W3501422 @default.
- W3015703485 hasRelatedWork W5515242 @default.
- W3015703485 hasRelatedWork W7120470 @default.
- W3015703485 hasRelatedWork W8830517 @default.
- W3015703485 hasRelatedWork W9946951 @default.
- W3015703485 isParatext "false" @default.
- W3015703485 isRetracted "false" @default.
- W3015703485 magId "3015703485" @default.
- W3015703485 workType "article" @default.