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Number of items: 16.

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
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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.
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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
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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
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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
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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
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Treder, MS 2018. Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA. arXiv , arXiv:1803.10016.
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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
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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
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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
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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
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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
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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 (1) , 15890. 10.1038/srep15890
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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 Sat Aug 8 06:21:59 2020 BST.