Universality of simple cycle reservoirs using dilation theory (NMSU Colloquium)

Описание к видео Universality of simple cycle reservoirs using dilation theory (NMSU Colloquium)

This is a colloquium talk I gave at NMSU on my recent project with R.S. Fong and P. Tino. This talk is based on our paper (https://arxiv.org/abs/2308.10793) published in the Journal of Machine Learning Research. We applied a dilation technique from operator theory to prove simple cycle reservoirs are universal. This talk should be accessible to students with some background on linear algebra and analysis.

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