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    1. Neuroscience

    'Artiphysiology' reveals V4-like shape tuning in a deep network trained for image classification

    Dean A Pospisil et al.
    Single units in a deep convolutional neural network trained for image classification develop shape selectivity that is similar to that found in the primate visual cortex.
    1. Neuroscience

    Offline replay supports planning in human reinforcement learning

    Ida Momennejad et al.
    fMRI evidence for off-task replay predicts subsequent replanning behavior in humans, suggesting that learning from simulated experience during replay helps update past policies in reinforcement learning.
    1. Computational and Systems Biology
    2. Epidemiology and Global Health

    Inference and control of the nosocomial transmission of methicillin-resistant Staphylococcus aureus

    Sen Pei et al.
    The asymptomatic colonization and importation of methicillin-resistant Staphylococcus aureus (MRSA) in hospital settings can be inferred from observed cases using combined model-inference methods and used to inform improved interventions.
    1. Evolutionary Biology

    Support for a clade of Placozoa and Cnidaria in genes with minimal compositional bias

    Christopher E Laumer et al.
    Protein coding genes strongly support a sister group relationship between Placozoa and Cnidaria to the exclusion of Bilateria, contradicting previous phylogenies, which have likely been misled by pervasive compositional heterogeneity.
    1. Structural Biology and Molecular Biophysics

    New tools for automated high-resolution cryo-EM structure determination in RELION-3

    Jasenko Zivanov et al.
    RELION-3 calculates single-particle reconstructions to higher resolution and with less user-interactions than previously available versions.
    1. Evolutionary Biology
    2. Neuroscience

    Recalibrating timing behavior via expected covariance between temporal cues

    Benjamin J De Corte et al.
    Rats act as if they expect that the delays associated with temporal cues will covary due to a common causal factor.
    1. Neuroscience

    Theta-modulation drives the emergence of connectivity patterns underlying replay in a network model of place cells

    Panagiota Theodoni et al.
    The learning rate for novel spatial environments in model networks of place cells is determined by the product of the window for plasticity and the auto-correlation of place-cell activity.
    1. Neuroscience

    Ongoing, rational calibration of reward-driven perceptual biases

    Yunshu Fan et al.
    The rational application of heuristic learning strategies and satisficing goals accounted for near-optimal decisions that combined reward and noisy visual information by well-trained monkeys.
    1. Genetics and Genomics

    Firefly genomes illuminate parallel origins of bioluminescence in beetles

    Timothy R Fallon et al.
    The first genomic view of beetle luciferase evolution indicates evolutionary independence of luciferase between fireflies and click-beetles, and provide valuable datasets which will accelerate the discovery of new biotechnological tools.
    1. Computational and Systems Biology
    2. Immunology and Inflammation

    Human T cell receptor occurrence patterns encode immune history, genetic background, and receptor specificity

    William S DeWitt III et al.
    An analysis of T cell receptor occurrence patterns that accounts for MHC restriction reveals striking imprints of common viral pathogens and patterns of TCR-HLA sequence covariation in a large human cohort.