1 citations · 1 across the 3 of their papers we have counts for
3 papers
HyperNets and their application to learning spatial transformations
Alexey Potapov, Oleg Shcherbakov, Innokentii Zhdanov +2
In this paper we propose a conceptual framework for higher-order artificial neural networks. The idea of higher-order networks arises naturally when a model is required to learn so…
Vision System for AGI: Problems and Directions
Alexey Potapov, Sergey Rodionov, Maxim Peterson +3
What frameworks and architectures are necessary to create a vision system for AGI? In this paper, we propose a formal model that states the task of perception within AGI. We show t…
Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures
Alexey Potapov, Innokentii Zhdanov, Oleg Scherbakov +3
Image and video retrieval by their semantic content has been an important and challenging task for years, because it ultimately requires bridging the symbolic/subsymbolic gap. Rece…