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Browse by Current Cardiff authors

Number of items: 19.

Treder, Matthias, Mayor-Torres, Juan and Teufel, Christoph 2020. Deriving visual semantics from spatial context: an adaptation of LSA and Word2Vec to generate object and scene embeddings from images. arXiv

Treder, Matthias S. 2020. MVPA-Light: a classification and regression toolbox for multi-dimensional data. Frontiers in Neuroscience 14 , 289. 10.3389/fnins.2020.00289

Krzeminski, Dominik, Michelmann, Sebastian, Treder, Matthias and Santamaria, Lorena 2019. Classification of P300 component using a riemannian ensemble approach. Presented at: MEDICON 2019XV Mediterranean Conference on Medical and Biological Engineering and Computing, Coimbra, Portugal, 26-28 September 2019. Springer Science Business Media, 10.1007/978-3-030-31635-8_229

Linde-Domingo, Juan, Treder, Matthias S., Kerren, Casper and Wimber, Maria 2019. Evidence that neural information flow is reversed between object perception and object reconstruction from memory. Nature Communications 10 , 179. 10.1038/s41467-018-08080-2

Treder, Matthias 2019. Direct calculation of out-of-sample predictions in multi-class kernel FDA. Presented at: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium, 24-26 April 2019. ESANN 2019 Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN, pp. 245-250.

Treder, Matthias S. 2018. Improving SNR and reducing training time of classifiers in large datasets via kernel averaging. Presented at: BI 2018, Arlington, TX, USA, 7-9 Dec 2018. Published in: Wang, Shouyi, Yamamoto, Vicky, Su, Jianzhong, Yang, Yang, Jones, Erick, Iasemidis, Leon and Mitchell, Tom eds. Brain Informatics. Lecture Notes in Computer Science Cham, Switzerland: Springer Verlag, pp. 239-248. 10.1007/978-3-030-05587-5_23

Tsvetanov, Kamen A., Ye, Zheng, Hughes, Laura, Samu, David, Treder, Matthias, Wolpe, Noham, Tyler, Lorraine K. and Rowe, James B. 2018. Activity and connectivity differences underlying inhibitory control across the adult life span. Journal of Neuroscience 38 (36) , pp. 7887-7900. 10.1523/JNEUROSCI.2919-17.2018

Michelmann, Sebastian, Treder, Matthias S., Griffiths, Benjamin, Kerrén, Casper, Roux, Frédéric, Wimber, Maria, Rollings, David, Sawlani, Vijay, Chelvarajah, Ramesh, Gollwitzer, Stephanie, Kreiselmeyer, Gernot, Hamer, Hajo, Bowman, Howard, Staresina, Bernhard and Hanslmayr, Simon 2018. Data-driven re-referencing of intracranial EEG based on independent component analysis (ICA). Journal of Neuroscience Methods 307 , pp. 125-137. 10.1016/j.jneumeth.2018.06.021

Ioannidis, Konstantinos, Treder, Matthias S., Chamberlain, Samuel R., Kiraly, Franz, Redden, Sarah A., Stein, Dan J., Lochner, Christine and Grant, Jon E. 2018. Problematic intemet use as an age-related multifaceted problem: Evidence from a two-site survey. Addictive Behaviors 81 , pp. 157-166. 10.1016/j.addbeh.2018.02.017

Treder, MS 2018. Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA. arXiv , arXiv:1803.10016.

Price, D., Tyler, L. K., Henriques, R. Neto, Campbell, K. L., Williams, N., Treder, M. S., Taylor, J. R. and Henson, R. N. A. 2017. Age-related delay in visual and auditory evoked responses is mediated by white- and grey-matter differences. Nature Communications 8 , 15671. 10.1038/ncomms15671

Samu, Dávid, Campbell, Karen L., Tsvetanov, Kamen A., Shafto, Meredith A., Brayne, Carol, Bullmore, Edward T., Calder, Andrew C., Cusack, Rhodri, Dalgleish, Tim, Duncan, John, Henson, Richard N., Matthews, Fiona E., Marslen-Wilson, William D., Rowe, James B., Cheung, Teresa, Davis, Simon, Geerligs, Linda, Kievit, Rogier, McCarrey, Anna, Mustafa, Abdur, Price, Darren, Taylor, Jason R., Treder, Matthias, van Belle, Janna, Williams, Nitin, Bates, Lauren, Emery, Tina, Erzinçlioglu, Sharon, Gadie, Andrew, Gerbase, Sofia, Georgieva, Stanimira, Hanley, Claire, Parkin, Beth, Troy, David, Auer, Tibor, Correia, Marta, Gao, Lu, Green, Emma, Henriques, Rafael, Allen, Jodie, Amery, Gillian, Amunts, Liana, Barcroft, Anne, Castle, Amanda, Dias, Cheryl, Dowrick, Jonathan, Fair, Melissa, Fisher, Hayley, Goulding, Anna, Grewal, Adarsh, Hale, Geoff, Hilton, Andrew, Johnson, Frances, Johnston, Patricia, Kavanagh-Williamson, Thea, Kwasniewska, Magdalena, McMinn, Alison, Norman, Kim, Penrose, Jessica, Roby, Fiona, Rowland, Diane, Sargeant, John, Squire, Maggie, Stevens, Beth, Stoddart, Aldabra, Stone, Cheryl, Thompson, Tracy, Yazlik, Ozlem, Barnes, Dan, Dixon, Marie, Hillman, Jaya, Mitchell, Joanne, Villis, Laura and Tyler, Lorraine K. 2017. Preserved cognitive functions with age are determined by domain-dependent shifts in network responsivity. Nature Communications 8 , 14743. 10.1038/ncomms14743

Ioannidis, Konstantinos, Chamberlain, Samuel R., Treder, Matthias, Kiraly, Franz, Leppink, Eric W., Redden, Sarah A., Stein, Dan J., Lochner, Christine and Grant, Jon E. 2016. Problematic internet use (PIU): Associations with the impulsive-compulsive spectrum. An application of machine learning in psychiatry. Journal of Psychiatric Research 83 , pp. 94-102. 10.1016/j.jpsychires.2016.08.010

Wolpe, Noham, Ingram, James N., Tsvetanov, Kamen A., Geerligs, Linda, Kievit, Rogier A., Henson, Richard N., Wolpert, Daniel M., Tyler, Lorraine K., Brayne, Carol, Bullmore, Edward, Calder, Andrew, Cusack, Rhodri, Dalgleish, Tim, Duncan, John, Matthews, Fiona E., Marslen-Wilson, William, Shafto, Meredith A., Campbell, Karen, Cheung, Teresa, Davis, Simon, McCarrey, Anna, Mustafa, Abdur, Price, Darren, Samu, David, Taylor, Jason R., Treder, Matthias, van Belle, Janna, Williams, Nitin, Bates, Lauren, Emery, Tina, Erzinçlioglu, Sharon, Gadie, Andrew, Gerbase, Sofia, Georgieva, Stanimira, Hanley, Claire, Parkin, Beth, Troy, David, Auer, Tibor, Correia, Marta, Gao, Lu, Green, Emma, Henriques, Rafael, Allen, Jodie, Amery, Gillian, Amunts, Liana, Barcroft, Anne, Castle, Amanda, Dias, Cheryl, Dowrick, Jonathan, Fair, Melissa, Fisher, Hayley, Goulding, Anna, Grewal, Adarsh, Hale, Geoff, Hilton, Andrew, Johnson, Frances, Johnston, Patricia, Kavanagh-Williamson, Thea, Kwasniewska, Magdalena, McMinn, Alison, Norman, Kim, Penrose, Jessica, Roby, Fiona, Rowland, Diane, Sargeant, John, Squire, Maggie, Stevens, Beth, Stoddart, Aldabra, Stone, Cheryl, Thompson, Tracy, Yazlik, Ozlem, Barnes, Dan, Dixon, Marie, Hillman, Jaya, Mitchell, Joanne, Villis, Laura and Rowe, James B. 2016. Ageing increases reliance on sensorimotor prediction through structural and functional differences in frontostriatal circuits. Nature Communications 7 , 13034. 10.1038/ncomms13034

Henson, Richard N., Campbell, Karen L., Davis, Simon W., Taylor, Jason R., Emery, Tina, Erzinclioglu, Sharon, Tyler, Lorraine K., Brayne, Carol, Bullmore, Edward T., Calder, Andrew C., Cusack, Rhodri, Dalgleish, Tim, Duncan, John, Matthews, Fiona E., Marslen-Wilson, William D., Rowe, James B., Shafto, Meredith A., Cheung, Teresa, Geerligs, Linda, McCarrey, Anna, Mustafa, Abdur, Price, Darren, Samu, David, Treder, Matthias, Tsvetanov, Kamen A., van Belle, Janna, Williams, Nitin, Bates, Lauren, Gadie, Andrew, Gerbase, Sofia, Georgieva, Stanimira, Hanley, Claire, Parkin, Beth, Troy, David, Auer, Tibor, Correia, Marta, Gao, Lu, Green, Emma, Henriques, Rafael, Allen, Jodie, Amery, Gillian, Amunts, Liana, Barcroft, Anne, Castle, Amanda, Dias, Cheryl, Dowrick, Jonathan, Fair, Melissa, Fisher, Hayley, Goulding, Anna, Grewa, Adarsh, Hale, Geoff, Hilton, Andrew, Johnson, Frances, Johnston, Patricia, Kavanagh-Williamson, Thea, Kwasniewska, Magdalena, McMinn, Alison, Norman, Kim, Penrose, Jessica, Roby, Fiona, Rowland, Diane, Sargeant, John, Squire, Maggie, Stevens, Beth, Stoddart, Aldabra, Stone, Cheryl, Thompson, Tracy, Yazlik, Ozlem, Barnes, Dan, Dixon, Marie, Hillman, Jaya, Mitchell, Joanne, Villis, Laura and Kievit, Rogier A. 2016. Multiple determinants of lifespan memory differences. Scientific Reports 6 , 32527. 10.1038/srep32527

Treder, Matthias S., Porbadnigk, Anne K., Avarvand, Forooz Shahbazi, Mueller, Klaus-Robert and Blankertz, Benjamin 2016. The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis. NeuroImage 129 , pp. 279-291. 10.1016/j.neuroimage.2016.01.019

Hwang, Han-Jeong, Ferreria, Valeria Y., Ulrich, Daniel, Kilic, Tayfun, Chatziliadis, Xenofon, Blankertz, Benjamin and Treder, Matthias 2015. A gaze independent brain-computer interface based on visual stimulation through closed eyelids. Scientific Reports 5 , 15890. 10.1038/srep15890

Treder, M. S., Purwins, H., Miklody, D., Sturm, I. and Blankertz, B. 2014. Decoding auditory attention to instruments in polyphonic music using single-trial EEG classification. Journal of Neural Engineering 11 (2) , 026009. 10.1088/1741-2560/11/2/026009

Sonnleitner, Andreas, Treder, Matthias Sebastian, Simon, Michael, Willmann, Sven, Ewald, Arne, Buchner, Axel and Schrauf, Michael 2014. EEG alpha spindles and prolonged brake reaction times during auditory distraction in an on-road driving study. Accident Analysis and Prevention 62 , pp. 110-118. 10.1016/j.aap.2013.08.026

This list was generated on Tue Apr 20 04:14:13 2021 BST.

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