Danila Vlasov

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

• 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
• Ensemble of spiking neural networks with STDP and temporal encoding for classification problems2025
• Spiking Neural Network Actor–Critic Reinforcement Learning with Temporal Coding and Reward-Modulated Plasticity2024
• Comparison of Bagging and Sparcity Methods for Connectivity Reduction in Spiking Neural Networks with Memristive Plasticity2024
• Memristor-based spiking neural network with online reinforcement learning2023
• Spoken Digits Classification Based on Spiking Neural Networks with Memristor-Based STDP2022
• Modeling the Dynamics of Spiking Networks with Memristor-Based STDP to Solve Classification Tasks2021 · аннотациясвернуть

  The problem with training spiking neural networks (SNNs) is relevant due to the ultra-low power consumption these networks could exhibit when implemented in neuromorphic hardware. The ongoing progress in the fabrication…