SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding

Autor: Zhang, Ziyang, Thwaites, Andrew, Woolgar, Alexandra, Moore, Brian, Zhang, Chao

In complex auditory environments, the human auditory system possesses the remarkable ability to focus on a specific speaker while disregarding others. In this study, a new model named SWIM, a short-window convolution neural network (CNN) integrated w

Externí odkaz: http://arxiv.org/abs/2409.19884

Locating computable functions in the brain

Autor: Thwaites, Andrew Charles Gladwyn

Externí odkaz: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.708669

On the similarities of representations in artificial and brain neural networks for speech recognition

Autor: Wingfield, Cai, Zhang, Chao, Devereux, Barry, Fonteneau, Elisabeth, Thwaites, Andrew, Liu, Xunying, Woodland, Phil, Marslen-Wilson, William, Su, Li

Publikováno v: bioRxiv
Wingfield, C, Zhang, C, Devereux, B, Fonteneau, E, Thwaites, A, Liu, X, Woodland, P, Marslen-Wilson, W & Su, L 2022, ' On the similarities of representations in artificial and brain neural networks for speech recognition ', Frontiers in Computational Neuroscience, vol. 16, 1057439, pp. 1057439 . https://doi.org/10.3389/fncom.2022.1057439, https://doi.org/10.3389/fncom.2022.1057439

Peer reviewed: True
Acknowledgements: The authors thank Anastasia Klimovich-Smith, Hun Choi, Lorraine Tyler, Andreas Marouchos, and Geoffrey Hinton for thoughtful comments and discussions. RSA computation was done in the RSA toolbox for Matlab (

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0f4fbd84a238f69b330230a0c0a7d53e

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Tonotopic representation of loudness in the human cortex

Autor: Thwaites, Andrew, Schlittenlacher, Josef, Nimmo-Smith, Ian, Marslen-Wilson, William D., Moore, Brian C.J.

Publikováno v: Thwaites, A, Schlittenlacher, J, Nimmo-Smith, I, Marslen-Wilson, W D & Moore, B C J 2017, ' Tonotopic representation of loudness in the human cortex ', Hearing Research, vol. 344, pp. 244-254 . https://doi.org/10.1016/j.heares.2016.11.015

A prominent feature of the auditory system is that neurons show tuning to audio frequency; each neuron has a characteristic frequency (CF) to which it is most sensitive. Furthermore, there is an orderly mapping of CF to position, which is called tono

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::970cd821e02d44966f77283a431e966f
https://www.research.manchester.ac.uk/portal/en/publications/tonotopic-representation-of-loudness-in-the-human-cortex(534d8d93-7492-4497-9c49-5041bb95515c).html