526 results found
    1. Neuroscience

    Non-linear dimensionality reduction on extracellular waveforms reveals cell type diversity in premotor cortex

    Eric Kenji Lee et al.
    WaveMAP is a novel approach that combines nonlinear dimensionality reduction with graph clustering on extracellular waveforms to reveal previously obscured cell type diversity in monkey cortex.
    1. Computational and Systems Biology
    2. Neuroscience

    On the dimensionality of odor space

    Markus Meister
    A recent claim that humans can discriminate 1 trillion odors is found to be unwarranted, and further analysis offers insights into the dimensionality of olfactory perception.
    1. Structural Biology and Molecular Biophysics

    Encounter complexes and dimensionality reduction in protein–protein association

    Dima Kozakov et al.
    Analysis of protein–protein encounter complexes shows that proteins associate along preferred pathways, similar to the sliding of a protein along DNA.
    1. Physics of Living Systems

    Dynamics of diffusive cell signaling relays

    Paul B Dieterle et al.
    The collective dynamics of cell signaling relays are at once dramatically sensitive to the system dimensionality and insensitive to many biological details.
    1. Neuroscience

    Demixed principal component analysis of neural population data

    Dmitry Kobak et al.
    A new data analysis tool provides a concise way of visualizing neural data that summarizes all the relevant features of the population response in a single figure.
    1. Neuroscience

    Learning improves decoding of odor identity with phase-referenced oscillations in the olfactory bulb

    Justin Losacco et al.
    Tetrode recordings show that the amplitude of gamma oscillations encodes for information on contextual odorant identity when observed at the peak phase of the theta oscillation in the olfactory bulb.
    1. Neuroscience

    Mapping brain-behavior space relationships along the psychosis spectrum

    Jie Lisa Ji et al.
    A data-reduced neuro-behavioral geometry in psychosis spectrum disorders mapped symptoms stably on to distinct functional brain regions and offers a framework for informing personalized treatment selection decisions.
    1. Neuroscience

    Multivariate cross-frequency coupling via generalized eigendecomposition

    Michael X Cohen
    A novel methodological framework for cross-frequency coupling and spike-field coherence in multichannel (LFP, EEG, MEG) electrophysiology data reveals new manifestations of coupling dynamics.
    1. Neuroscience

    Task-dependent recurrent dynamics in visual cortex

    Satohiro Tajima et al.
    A decoding-based, state-space reconstruction reveals that neurons in macaque IT cortex change the structure of their collective attractor dynamics depending on task contexts.
    1. Neuroscience

    Analysis of ultrasonic vocalizations from mice using computer vision and machine learning

    Antonio HO Fonseca et al.
    An open-source tool based on computational vision and machine learning shows high accuracy and sensitivity in the analysis of ultrasonic vocalizations.

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