2 citations · 2 across the 4 of their papers we have counts for
4 papers
XLOG: A CUDA-Native Engine for Neurosymbolic Integration
Levi Dubrovin, Nikita Pospelov, Kirill Sabitov
xlog is a CUDA-native logic programming engine integrating neural perception with deterministic Datalog, probabilistic inference, and epistemic world views through a typed frontend…
DRIADA: an open-source Python toolkit for linking single-neuron selectivity and population activity to behavior
Nikita Pospelov, Viktor Plusnin, Olga Rogozhnikova +7
Understanding how individual neurons contribute to population activity during behavior is central to understanding brain functions across biological scales. We developed DRIADA, an…
Multiple Neuronal Specializations Elicited By Socially Driven Recognition Of Food Odors
Viktor Plusnin, Nadezhda Khoroshavkina, Ali Abonakour +7
This study investigates the dynamics of non-spatial specializations in hippocampal place cells during exposure to novel environments. Hippocampal place cells, known for their role…
Fast gradient-free activation maximization for neurons in spiking neural networks
Nikita Pospelov, Andrei Chertkov, Maxim Beketov +2
Elements of neural networks, both biological and artificial, can be described by their selectivity for specific cognitive features. Understanding these features is important for un…