Alexey Serenko
МФТИ
- Advanced Memory and Neural Computing
- Neural dynamics and brain function
- Neuroscience and Neural Engineering
- Neural Networks and Applications
- Neural Networks and Reservoir Computing
Чем занимается
Ключевые темы по публикациям: Advanced Memory and Neural Computing; Neural dynamics and brain function; Neuroscience and Neural Engineering; Neural Networks and Applications; Neural Networks and Reservoir Computing.
Последние работы
Все 48 в OpenAlexSelf-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…
- 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…
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…
- Solving a classification task by spiking neurons with STDP and temporal coding2018
- Troubleshooting ANN to SNN Conversion in Classification Problem2025
- Combination of reward-modulated spike-timing dependent plasticity and temporal difference long-term potentiation in actor–critic spiking neural network2025
- Spiking Neural Network with Quantized Weights for Audio Stream Classification2025
Наукометрия
Написать научруку
Email не найден в открытых источниках — поищи на странице вуза или в последних статьях.
Шаблон письма
Здравствуйте, Alexey Serenko! Я студент(ка) [курс, факультет, вуз]. Мне интересна тема [опишите интересы своими словами]. Прочитал(а) вашу работу «Self-adaptive STDP-based learning of a spiking neuron with nanocomposite memristive weights» (2019) — она близка к тому, чем я хочу заниматься. Хочу обсудить возможность выполнить научную работу под вашим руководством. Буду благодарен(на) за ответ — готов(а) рассказать о себе подробнее и прислать резюме. С уважением, [Имя Фамилия]
На этапе теста письмо отправляешь сам из своей почты. Отправка из сервиса и статусы заявок — скоро.