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NeuroSyntax
جلسه آینده درباره الگوریتم UMAP صحبت خواهیم کرد. UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction میتونید برای آشنایی اولیه مقاله زیر و ویدیوها رو ببینید:
Uniform manifold approximation and projection
Dimensionality reduction by UMAP to visualize physical and genetic interactions
ویدیو آموزشی
UMAP Dimension Reduction, Main Ideas!!!
UMAP: Mathematical Details (clearly explained!!!)
کاربردها در علوم اعصاب
WaveMAP for identifying putative cell types from in vivo electrophysiology
Topological analysis of sharp-wave ripple waveforms reveals input mechanisms behind feature variations
Analysis methods for large-scale neuronal recordings
Nature
Uniform manifold approximation and projection
Nature Reviews Methods Primers - Uniform manifold approximation and projection is a dimensionality reduction technique used to visualize and understand high-dimensional data. In this Primer, Healy...
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