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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 17 of 17 1 Dynamic functional brain network connectivity during pseudoword processing relates to children’s reading skill Panda, Erin J.; Valiante, Taufik A.; Pang, Elizabeth W.. - : Elsevier, 2022 BASE Show details 2 Emerging atypical connectivity networks for processing angry and fearful faces in very preterm born children Mossad, Sarah I; Muscat, Christine; Pang, Elizabeth W.... In: Hum Brain Mapp (2020) BASE Show details 3 Machine learning for MEG during speech tasks Kostas, Demetres; Pang, Elizabeth W.; Rudzicz, Frank. - : Nature Publishing Group UK, 2019 Abstract: We consider whether a deep neural network trained with raw MEG data can be used to predict the age of children performing a verb-generation task, a monosyllable speech-elicitation task, and a multi-syllabic speech-elicitation task. Furthermore, we argue that the network makes predictions on the grounds of differences in speech development. Previous work has explored taking ‘deep’ neural networks (DNNs) designed for, or trained with, images to classify encephalographic recordings with some success, but this does little to acknowledge the structure of these data. Simple neural networks have been used extensively to classify data expressed as features, but require extensive feature engineering and pre-processing. We present novel DNNs trained using raw magnetoencephalography (MEG) and electroencephalography (EEG) recordings that mimic the feature-engineering pipeline. We highlight criteria the networks use, including relative weighting of channels and preferred spectro-temporal characteristics of re-weighted channels. Our data feature 92 subjects aged 4–18, recorded using a 151-channel MEG system. Our proposed model scores over 95% mean cross-validation accuracy distinguishing above and below 10 years of age in single trials of un-seen subjects, and can classify publicly available EEG with state-of-the-art accuracy. Keyword: Article URL: https://doi.org/10.1038/s41598-019-38612-9 http://www.ncbi.nlm.nih.gov/pubmed/30733596 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6367450/ BASE Hide details 4 Development of network synchronization predicts language abilities Doesburg, Sam M; Tingling, Keriann; MacDonald, Matt J. - 2015 BASE Show details 5 Effects of age, sex and syllable structure on voice onset time: Evidence from children’s voiceless aspirated stops Yu, Vickie Y.; De Nil, Luc F.; Pang, Elizabeth W.. - 2015 BASE Show details 6 The role of the insula in speech and language processing Oh, Anna; Duerden, Emma G.; Pang, Elizabeth W. In: Brain & language. - Orlando, Fla. [u.a.] : Elsevier 135 (2014), 96-103 OLC Linguistik Show details 7 Neuromagnetic correlates of intra- and extra-dimensional set-shifting Oh, Anna; Vidal, Julie; Taylor, Margot J.... In: Brain and cognition. - San Diego, Calif. [u.a.] : Elsevier Science 86 (2014), 90-97 OLC Linguistik Show details 8 Changes in voice onset time and motor speech skills in children following motor speech therapy: Evidence from /pa/ productions Yu, Vickie Y.; Kadis, Darren S.; Oh, Anna... In: Clinical linguistics & phonetics. - London : Informa Healthcare 28 (2014) 6, 396-412 OLC Linguistik Show details 9 Changes in Voice Onset Time and Motor Speech Skills in Children following Motor Speech Therapy: Evidence from /pa/ productions Yu, Vickie Y.; Kadis, Darren S.; Oh, Anna. - 2014 BASE Show details 10 The role of the insula in speech and language processing Oh, Anna; Duerden, Emma G.; Pang, Elizabeth W.. - 2014 BASE Show details 11 Neuromagnetic Vistas into Typical and Atypical Development of Frontal Lobe Functions Taylor, Margot J.; Doesburg, Sam M.; Pang, Elizabeth W.. - : Frontiers Media S.A., 2014 BASE Show details 12 Relationship between speech motor control and speech intelligibility in children with speech sound disorders Namasivayam, Aravind Kumar; Pukonen, Margit; Goshulak, Debra... In: Journal of communication disorders. - New York, NY : Elsevier 46 (2013) 3, 264-280 OLC Linguistik Show details 13 Cortical Thickness in Children Receiving Intensive Therapy for Idiopathic Apraxia of Speech Kadis, Darren S.; Goshulak, Debra; Namasivayam, Aravind. - : Springer US, 2013 BASE Show details 14 Response inhibition in adults and teenagers: Spatiotemporal differences in the prefrontal cortex Vidal, Julie; Mills, Travis; Pang, Elizabeth W.... In: Brain and cognition. - San Diego, Calif. [u.a.] : Elsevier Science 79 (2012) 1, 49-59 OLC Linguistik Show details 15 Localization of Broca’s area using verb generation tasks in the MEG: Validation against fMRI Pang, Elizabeth W.; Wang, Frank; Malone, Marion. - 2010 BASE Show details 16 Task-Related Modulation of Early Cortical Responses during Language Production: An Event-Related Synthetic Aperture Magnetometry Study Herdman, Anthony T.; Pang, Elizabeth W.; Ressel, Volker. - : Oxford University Press, 2007 BASE Show details 17 Task-Related Modulation of Early Cortical Responses during Language Production: An Event-Related Synthetic Aperture Magnetometry Study Herdman, Anthony T.; Pang, Elizabeth W.; Ressel, Volker. - : Oxford University Press, 2007 BASE Show details

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