141 citations · 1.2k across the 53 of their papers we have counts for
3 papers · 2 filters
Fast Construction of Correcting Ensembles for Legacy Artificial Intelligence Systems: Algorithms and a Case Study
Ivan Y. Tyukin, Alexander N. Gorban, Stephen Green +1
This paper presents a technology for simple and computationally efficient improvements of a generic Artificial Intelligence (AI) system, including Multilayer and Deep Learning neur…
The unreasonable effectiveness of small neural ensembles in high-dimensional brain
A. N. Gorban, V. A. Makarov, I. Y. Tyukin
Despite the widely-spread consensus on the brain complexity, sprouts of the single neuron revolution emerged in neuroscience in the 1970s. They brought many unexpected discoveries,…
Augmented Artificial Intelligence: a Conceptual Framework
Alexander N. Gorban, Bogdan Grechuk, Ivan Y. Tyukin
All artificial Intelligence (AI) systems make errors. These errors are unexpected, and differ often from the typical human mistakes ("non-human" errors). The AI errors should be co…