Dmitry V. Nekhaev

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 3

Top Topics

Spiking Neural Networks

Biologically Inspired

Top Venues

Frontiers Neuroinformatics

Neural Comput. Appl.

Neural Networks

Publications

Dmitry V. Nekhaev, Vyacheslav A. Demin
Fine-tuning with local learning rules helps to compress and accelerate spiking neural networks without accuracy loss. Neural Comput. Appl. 34 (23) (2022)
Vyacheslav A. Demin, Dmitry V. Nekhaev, Igor A. Surazhevsky, Kristina E. Nikiruy, Andrey V. Emelyanov, Sergey N. Nikolaev, Vladimir V. Rylkov, Mikhail V. Kovalchuk
Necessary conditions for STDP-based pattern recognition learning in a memristive spiking neural network. Neural Networks 134 (2021)
Vyacheslav A. Demin, Dmitry V. Nekhaev
Recurrent Spiking Neural Network Learning Based on a Competitive Maximization of Neuronal Activity. Frontiers Neuroinformatics 12 (2018)