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The Equivalence of Information-Theoretic and Likelihood-Based Methods for Neural Dimensionality Reduction
Stimulus dimensionality-reduction methods in neuroscience seek to identify a low-dimensional space of stimulus features that affect a neuron’s probability of spiking. One popular method, known as maximally informative dimensions (MID), uses an information-theoretic quantity known as “single-spike in...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Public Library of Science
2015
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4382343/ https://www.ncbi.nlm.nih.gov/pubmed/25831448 http://dx.doi.org/10.1371/journal.pcbi.1004141 |