ArticleFrontiers in computational neuroscience2019
A Spike Train Distance Robust to Firing Rate Changes Based on the Earth Mover's Distance.
Article in Frontiers in computational neuroscience, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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13 citing papers in PubMed.
- Quantifying spike train synchrony and directionality: Measures and Applications.Biological cybernetics · 2026Review
- Synchrony, oscillations, and phase relationships in collective neuronal activity: A highly comparative overview of methods.PLoS computational biology · 2025Article
- Direct effects of prolonged TNF-α and IL-6 exposure on neural activity in human iPSC-derived neuron-astrocyte co-cultures.Frontiers in cellular neuroscience · 2025Article
- A simple MATLAB toolbox for analyzing calcium imaging data in vitro and in vivo.Journal of neuroscience methods · 2024Article
- An Information-Geometric Formulation of Pattern Separation and Evaluation of Existing Indices.Entropy (Basel, Switzerland) · 2024Article
- Robust and consistent measures of pattern separation based on information theory and demonstrated in the dentate gyrus.PLoS computational biology · 2024Article
- Specifically formulated ketogenic, low carbohydrate, and carnivore diets can prevent migraine: a perspective.Frontiers in nutrition · 2024Article
- Beyond Correlation: Optimal Transport Metrics For Characterizing Representational Stability and Remapping in Neurons Encoding Spatial Memory.bioRxiv : the preprint server for biology · 2023Article
- Estimating Mutual Information for Spike Trains: A Bird Song Example.Entropy (Basel, Switzerland) · 2023Article
- SpikeShip: A method for fast, unsupervised discovery of high-dimensional neural spiking patterns.PLoS computational biology · 2023Article
- Modeling Long-term Spike Frequency Adaptation in SA-I Afferent Neurons Using an Izhikevich-based Biological Neuron Model.Experimental neurobiology · 2023Article
- Beyond correlation: optimal transport metrics for characterizing representational stability and remapping in neurons encoding spatial memory.Frontiers in cellular neuroscience · 2023Article
- Dose-dependent consequences of sub-chronic fentanyl exposure on neuron and glial co-cultures.Frontiers in toxicology · 2022Article
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2 authors.
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Abstract
Neural spike train analysis methods are mainly used for understanding the temporal aspects of neural information processing. One approach is to measure the dissimilarity between the spike trains of a pair of neurons, often referred to as the spike train distance. The spike train distance has been often used to classify neuronal units with similar temporal patterns. Several methods to compute spike train distance have been developed so far. Intuitively, a desirable distance should be the shortest length between two objects. The Earth Mover's Distance (EMD) can compute spike train distance by measuring the shortest length between two spike trains
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