Alexander Sboev

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Combining aggregated attention and transformer architecture for accurate and efficient performance of Spiking Neural Networks2025
• Combination of reward-modulated spike-timing dependent plasticity and temporal difference long-term potentiation in actor–critic spiking neural network2025
• Comparison of Neural Network Approaches for Parsing Texts of Robot Control Commands in Natural Language2025
• On Solving Classification Tasks Using Spiking Neural Network with Memristive Plasticity and Correlation-Based Learning2025
• Direct Correlational Spike-Timing-Dependent Plasticity Learning Applied to Classification Tasks2025
• Memristor-based spiking neural network with online reinforcement learning2023
• Solving a classification task by spiking neural network with STDP based on rate and temporal input encoding2020 · аннотациясвернуть

  This paper develops local learning algorithms to solve a classification task with the help of biologically inspired mathematical models of spiking neural networks involving the mechanism of spike‐timing‐dependent…

• Self-adaptive STDP-based learning of a spiking neuron with nanocomposite memristive weights2019 · аннотациясвернуть

  Abstract Neuromorphic systems consisting of artificial neurons and memristive synapses could provide a much better performance and a significantly more energy-efficient approach to the implementation of different types…