1,573 results found
    1. Neuroscience

    Bayesian inference of population prevalence

    Robin AA Ince, Angus T Paton ... Philippe G Schyns
    Bayesian estimation of the proportion of the population that would show an effect in an experiment provides a broadly applicable alternative to standard null hypothesis tests on the population mean with several advantages.
    1. Neuroscience

    Perceptual error based on Bayesian cue combination drives implicit motor adaptation

    Zhaoran Zhang, Huijun Wang ... Kunlin Wei
    Model based on Bayesian cue combination shows that procedural motor learning is driven by perceptual error in localizing one's effector.
    1. Neuroscience

    A Bayesian and efficient observer model explains concurrent attractive and repulsive history biases in visual perception

    Matthias Fritsche, Eelke Spaak, Floris P de Lange
    Attractive and repulsive history biases in visual perception occur simultaneously, yet over dissociable timescales, and are explained by efficient encoding and Bayesian decoding of visual information in a stable environment.
    1. Computational and Systems Biology
    2. Neuroscience

    Bayesian inference for biophysical neuron models enables stimulus optimization for retinal neuroprosthetics

    Jonathan Oesterle, Christian Behrens ... Philipp Berens
    Bayesian simulator-based inference is used to infer the parameters of complex multicompartment models of retinal neurons from two-photon imaging data.
    1. Genetics and Genomics
    2. Microbiology and Infectious Disease

    A Bayesian analysis of the association between Leukotriene A4 Hydrolase genotype and survival in tuberculous meningitis

    Laura Whitworth, Jacob Coxon ... Lalita Ramakrishnan
    In this ideal example of pharmacogenomics, individuals with a common variant in a gene encoding for an inflammatory lipid mediator benefit selectively from standard-of-care anti-inflammatory treatment used for tuberculous meningitis.
    1. Neuroscience

    Bayesian analysis of retinotopic maps

    Noah C Benson, Jonathan Winawer
    A novel Bayesian method of modeling retinotopic maps is more accurate than traditional voxel-wise methods and can be used to automatically derive high-quality maps.
    1. Neuroscience

    Bayesian analysis of phase data in EEG and MEG

    Sydney Dimmock, Cian O'Donnell, Conor Houghton
    A Bayesian model of phase angles illustrates a novel approach to the analysis of phase coherence in frequency-tagged experiments.
    1. Cancer Biology
    2. Computational and Systems Biology

    Quantifying chromosomal instability from intratumoral karyotype diversity using agent-based modeling and Bayesian inference

    Andrew R Lynch, Nicholas L Arp ... Mark E Burkard
    Chromosomal instability of cancer can be quantitatively measured by phylogenetic analysis of 200 tumor cells while using evolutionary principles to account for cellular selection.
    1. Computational and Systems Biology
    2. Neuroscience

    The periaqueductal gray and Bayesian integration in placebo analgesia

    Arvina Grahl, Selim Onat, Christian Büchel
    Bayesian integration is able to predict placebo treatment outcomes by focusing especially on the influence of the precision of expectations.
    1. Neuroscience

    A Bayesian model of context-sensitive value attribution

    Francesco Rigoli, Karl J Friston ... Raymond J Dolan
    The dependence of incentive value attribution on the anticipation of rewards within a given context is explained via a normative Bayesian account of how rewards map to incentive values.

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