1,555 results found
    1. Neuroscience

    Uncovering temporal structure in hippocampal output patterns

    Kourosh Maboudi et al.
    Machine learning models of coordinated hippocampal ensemble activity during sharp wave ripple activity encode structure that mirrors the place cell map expressed during exploration, and enable a new paradigm for analyzing and understanding this offline activity.
    1. Neuroscience

    Statistical structure of locomotion and its modulation by odors

    Liangyu Tao et al.
    A fly's locomotion can be decomposed into a small number of locomotor features which can be modulated by odors and other sensory information.
    1. Computational and Systems Biology
    2. Neuroscience

    A stochastic neuronal model predicts random search behaviors at multiple spatial scales in C. elegans

    William M Roberts et al.
    A stochastic model of locomotory control in C. elegans based on an extensive new set of tracking data can explain and predict effects of ablations and mutations on behavior.
    1. Computational and Systems Biology
    2. Structural Biology and Molecular Biophysics

    Linking time-series of single-molecule experiments with molecular dynamics simulations by machine learning

    Yasuhiro Matsunaga, Yuji Sugita
    A general machine learning scheme for integrating time-series data from single-molecule experiments and molecular dynamics simulations is proposed and successfully demonstrated for the folding dynamics of the WW domain.
    1. Evolutionary Biology
    2. Genetics and Genomics

    The genetic factors of bilaterian evolution

    Peter Heger et al.
    Advanced orthology clustering of bilaterian and non-bilaterian sequences identifies 157 bilaterian-specific genes which are linked to key morphological features of this animal group.
    1. Cell Biology
    2. Computational and Systems Biology

    Deciphering anomalous heterogeneous intracellular transport with neural networks

    Daniel Han et al.
    Direct estimation of the Hurst exponent shows that endosomes and lysosomes reside in regimes of persistent and anti-persistent motion with heavy-tailed residence time distributions and motion correlated with endocytic function.
    1. Computational and Systems Biology
    2. Chromosomes and Gene Expression

    Thousands of novel translated open reading frames in humans inferred by ribosome footprint profiling

    Anil Raj et al.
    Over 7,000 novel translated sequences have been identified from human cells, including several hundred in annotated noncoding RNA, pseudogenes and de novo assembled transcripts.
    1. Neuroscience

    Anticipation of temporally structured events in the brain

    Caroline S Lee et al.
    The brain contains a hierarchy of anticipatory signals, with more anterior regions showing anticipation that reaches further into the future.
    1. Neuroscience

    Differential dopaminergic modulation of spontaneous cortico–subthalamic activity in Parkinson’s disease

    Abhinav Sharma et al.
    Dopaminergic medication has differential effects on the discovered electrophysiological networks, which could be used to develop new electrical and pharmacological interventions in Parkinson’s disease.
    1. Neuroscience
    2. Computational and Systems Biology

    Dynamic structure of locomotor behavior in walking fruit flies

    Alexander Y Katsov et al.
    A principled statistical segmentation of fruit fly walking leads to a compact model of immediate actions that can reproduce the unique behavioral sequences of individual flies.

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