Necessary conditions for STDP-based pattern recognition learning in a memristive spiking neural network
VA Demin, DV Nekhaev, IA Surazhevsky, KE Nikiruy… - Neural Networks, 2021 - Elsevier
This work is aimed to study experimental and theoretical approaches for searching effective
local training rules for unsupervised pattern recognition by high-performance memristor …
local training rules for unsupervised pattern recognition by high-performance memristor …
Self-adaptive STDP-based learning of a spiking neuron with nanocomposite memristive weights
AV Emelyanov, KE Nikiruy, AV Serenko… - …, 2019 - iopscience.iop.org
Neuromorphic systems consisting of artificial neurons and memristive synapses could
provide a much better performance and a significantly more energy-efficient approach to the …
provide a much better performance and a significantly more energy-efficient approach to the …
Multifilamentary Character of Anticorrelated Capacitive and Resistive Switching in Memristive Structures Based on Nanocomposite
MN Martyshov, AV Emelyanov, VA Demin… - Physical Review …, 2020 - APS
Resistive and capacitive switching in capacitor metal/nanocomposite/metal (M/NC/M)
structures based on (Co-Fe-B) x (Li Nb O 3) 100− x NC fabricated by ion-beam sputtering …
structures based on (Co-Fe-B) x (Li Nb O 3) 100− x NC fabricated by ion-beam sputtering …
Arrays of nanocomposite crossbar memristors for the implementation of formal and spiking neuromorphic systems
AI Ilyasov, KE Nikiruy, AV Emelyanov… - Nanobiotechnology …, 2022 - Springer
Memristors are promising devices for use as synapses in hardware-based artificial formal
and spiking neural networks. Their use can increase the energy efficiency of such networks …
and spiking neural networks. Their use can increase the energy efficiency of such networks …
Resistive Switching of Memristors Based on (Co40Fe40B20)x(LiNbO3)100 – x Nanocomposite with a LiNbO3 Interlayer: Plasticity and Time Characteristics
AN Matsukatova, KE Nikiruy, AA Minnekhanov… - Journal of …, 2020 - Springer
The resistive switching (RS) of metal/nanocomposite/metal (M/NC/M) memristive structures
based on the (Co 40 Fe 40 B 20) x (LiNbO 3) 100–x nanocomposite with a ferromagnetic …
based on the (Co 40 Fe 40 B 20) x (LiNbO 3) 100–x nanocomposite with a ferromagnetic …
Features of Creating Nanostructured TiO2–Al2O3 Layers for Superdense Storage Media with an Addressing System Based on Crossbars
AN Belov, YA Demidov, DV Loktev, GN Pestov… - Nanobiotechnology …, 2021 - Springer
The results of studying the self-organization of TiO2–Al2O3 memristive cells using the
anodic oxidation of an aluminum–titanium structure are presented. Original approaches to …
anodic oxidation of an aluminum–titanium structure are presented. Original approaches to …