Zobrazeno 1 - 10
of 171
pro vyhledávání: '"Treder, Matthias"'
Brain Age (BA) estimation via Deep Learning has become a strong and reliable bio-marker for brain health, but the black-box nature of Neural Networks does not easily allow insight into the features of brain ageing.We trained a ResNet model as a BA re
Externí odkaz:
http://arxiv.org/abs/2202.11690
Publikováno v:
In Expert Systems With Applications 1 October 2024 251
Embeddings are an important tool for the representation of word meaning. Their effectiveness rests on the distributional hypothesis: words that occur in the same context carry similar semantic information. Here, we adapt this approach to index visual
Externí odkaz:
http://arxiv.org/abs/2009.09384
Autor:
Treder, Matthias S., Charest, Ian, Michelmann, Sebastian, Martín-Buro, María Carmen, Roux, Frédéric, Carceller-Benito, Fernando, Ugalde-Canitrot, Arturo, Rollings, David T., Sawlani, Vijay, Chelvarajah, Ramesh, Wimber, Maria, Hanslmayr, Simon, Staresina, Bernhard P.
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2021 Dec . 118(50), 1-10.
Externí odkaz:
https://www.jstor.org/stable/27112738
Publikováno v:
In NeuroImage 1 February 2023 266
Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA
Autor:
Treder, Matthias S.
Least-squares models such as linear regression and Linear Discriminant Analysis (LDA) are amongst the most popular statistical learning techniques. However, since their computation time increases cubically with the number of features, they are ineffi
Externí odkaz:
http://arxiv.org/abs/1803.10016
Publikováno v:
In NeuroImage 15 July 2022 255
Publikováno v:
In NeuroImage June 2022 253
Autor:
Tyler, Lorraine K., Brayne, Carol, Bullmore, Edward T., Calder, Andrew C., Cusack, Rhodri, Dalgleish, Tim, Duncan, John, Matthews, Fiona E., Marslen-Wilson, William D., Shafto, Meredith A., Campbell, Karen, Cheung, Teresa, Davis, Simon, Geerligs, Linda, Kievit, Rogier, 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, Wolpe, Noham, Ingram, James N., Tsvetanov, Kamen A., Henson, Richard N., Wolpert, Daniel M., Rowe, James B.
Publikováno v:
In Neurobiology of Aging June 2020 90:13-23
Autor:
Tyler, Lorraine K., 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., Shafto, Meredith A., Campbell, Karen, Cheung, Teresa, Davis, Simon, Geerligs, Linda, Kievit, Rogier, McCarrey, Anna, Mustafa, Abdur, Price, Darren, Samu, David, Taylor, Jason R., Treder, Matthias, Tsvetanov, Kamen, van Belle, Janna, Williams, Nitin, Bates, Lauren, Emery, Tina, Erzinlioglu, 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, Fuhrmann, Delia, Nesbitt, David, Shafto, Meredith, Kievit, Rogier A.
Publikováno v:
In Neurobiology of Aging February 2019 74:46-55