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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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0111 · Nov 201919922001200920172026
2 results for “Patch-seq”
Sparse bottleneck neural networks for exploratory non-linear visualization of Patch-seq datacs.LG

Sparse neural networks visualize paired transcriptomic and electrophysiological data.

problem Efficiently analyzing and visualizing paired multivariate neuroscientific data.
method Sparse deep neural networks with a two-dimensional bottleneck and group lasso penalty.
result Biologically interpretable two-dimensional visualizations of paired data.
Patch-seqneurosciencetranscriptomicselectrophysiologysparse neural networks
2020-06-18abs ↗pdf ↗
A coupled autoencoder approach for multi-modal analysis of cell typesq-bio.NC

Recent developments in high throughput profiling of individual neurons have spurred data driven exploration of the idea that there exist natural groupings of neurons referred to as cell types. The promise of this idea is that the immense complexity of brain circuits can be reduced, and effectively studied by means of i…

2019-11-06abs ↗pdf ↗