Spatial band-pass filtering aids decoding musical genres from auditory cortex 7T fMRI [version 2; referees: 2 approved]

Article English OPEN
Sengupta, Ayan; Pollmann, Stefan; Hanke, Michael;

Spatial filtering strategies, combined with multivariate decoding analysis of BOLD images, have been used to investigate the nature of the neural signal underlying the discriminability of brain activity patterns evoked by sensory stimulation – primarily in the visual co... View more
  • References (19)
    19 references, page 1 of 2

    Sengupta A, Yakupov R, Speck O, et al.: The effect of acquisition resolution on orientation decoding from V1 BOLD fMRI at 7T. Neuroimage. 2017; 148: 64-76.

    PubMed Abstract | Publisher Full Text Hanke M, Dinga R, Häusler C, et al.: High-resolution 7-Tesla fMRI data on the perception of musical genres - an extension to the studyforrest dataset [version 1; referees: 2 approved with reservations]. F1000Res. 2015; 4: 174.

    Publisher Full Text Hanke M, Baumgartner FJ, Ibe P, et al.: A high-resolution 7-Tesla fMRI dataset from complex natural stimulation with an audio movie. Sci Data. 2014; 1: 140003.

    PubMed Abstract | Publisher Full Text | Free Full Text Güçlü U, Thielen J, Hanke M, et al.: Brains on beats. In Advances in Neural Information Processing Systems. 2016; 2101-2109.

    Reference Source Casey MA: Music of the 7Ts: Predicting and Decoding Multivoxel fMRI Responses with Acoustic, Schematic, and Categorical Music Features. Front Psychol. 2017; 8: 1179.

    PubMed Abstract | Publisher Full Text | Free Full Text In MH, Speck O: Highly accelerated PSF-mapping for EPI distortion correction with improved fidelity. MAGMA. 2012; 25(3): 183-192.

    PubMed Abstract | Publisher Full Text Desikan RS, Ségonne F, Fischl B, et al.: An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. Neuroimage. 2006; 31(3): 968-980.

    PubMed Abstract | Publisher Full Text Millman KJ, Brett M: Analysis of functional magnetic resonance imaging in Python. Comput Sci Eng. 2007; 9(3): 52-55.

    Publisher Full Text Pernet CR: Misconceptions in the use of the General Linear Model applied to functional MRI: a tutorial for junior neuro-imagers. Front Neurosci. 2014; 8: 1.

    PubMed Abstract | Publisher Full Text | Free Full Text Chang CC, Lin CJ: LIBSVM: A library for support vector machines. ACM Trans Intell Syst Technol. 2011; 2(3): 27.

  • Related Research Results (3)
  • Related Organizations (4)
  • Metrics
Share - Bookmark