204 citations · 228 across the 10 of their papers we have counts for
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cs.LG2022★ 3 cited
Towards a mathematical understanding of learning from few examples with nonlinear feature maps
Oliver J. Sutton, Alexander N. Gorban, Ivan Y. Tyukin
We consider the problem of data classification where the training set consists of just a few data points. We explore this phenomenon mathematically and reveal key relationships bet…
q-bio.NC2022★ 17 cited
Situation-based memory in spiking neuron-astrocyte network
Susanna Gordleeva, Yuliya A. Tsybina, Mikhail I. Krivonosov +4
Mammalian brains operate in a very special surrounding: to survive they have to react quickly and effectively to the pool of stimuli patterns previously recognized as danger. Many…