Research

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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.

169,051 papers · 148 categories

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1 result for “2DSCNs”

Two Dimensional Stochastic Configuration Networks for Image Data Analyticscs.LG

2DSCNs improve image data analytics by extending SCN to handle spatial information.

problem Limitation of 1D SCNs in preserving spatial information of images.

method Extend SCN to 2DSCNs by stochastically configuring hidden nodes in a matrix-inputs framework.

result 2DSCNs outperform 1D SCNs in image data analytics tasks.

SCNs 2DSCNs image data analytics spatial information randomized learners

2018-09-06abs ↗pdf ↗