Multi-Terminal Nonwoven Stochastic Memristive Devices Based on Polyamide-6 and Polyaniline for Neuromorphic Computing

Reservoir computing systems are promising for application in bio-inspired neuromorphic networks as they allow the considerable reduction of training energy and time costs as well as an overall system complexity. Conductive three-dimensional structures with the ability of reversible resistive switchi...

Full description

Bibliographic Details
Published in:	Biomimetics
Main Authors:	Nikita Prudnikov, Sergey Malakhov, Vsevolod Kulagin, Andrey Emelyanov, Sergey Chvalun, Vyacheslav Demin, Victor Erokhin
Format:	Article
Language:	English
Published:	MDPI AG 2023-05-01
Subjects:	nonwoven material organic memristive device reservoir computing stochastic device multi-terminal memristive device
Online Access:	https://www.mdpi.com/2313-7673/8/2/189

Similar Items

Emerging memristive neurons for neuromorphic computing and sensing
by: Zhiyuan Li, et al.
Published: (2023-12-01)

Memristive circuit-based model of central pattern generator to reproduce spinal neuronal activity in walking pattern
by: Dinar N. Masaev, et al.
Published: (2023-02-01)

Ternary Łukasiewicz logic using memristive devices
by: Christopher Bengel, et al.
Published: (2023-01-01)

Advances in Emerging Photonic Memristive and Memristive‐Like Devices
by: Wenxiao Wang, et al.
Published: (2022-10-01)

Blooming and pruning: learning from mistakes with memristive synapses
by: Kristina Nikiruy, et al.
Published: (2024-04-01)

An Interface‐Type Memristive Device for Artificial Synapse and Neuromorphic Computing
by: Sundar Kunwar, et al.
Published: (2023-08-01)

The Impact of Trap-Assisted Tunneling and Poole–Frenkel Emission on Synaptic Potentiation in an α-Fe<sub>2</sub>O<sub>3</sub>/p-Si Memristive Device
by: Punya Mainali, et al.
Published: (2023-01-01)

Resolving the Relaxation of Volatile Valence Change Memory
by: Johannes Hellwig, et al.
Published: (2024-12-01)

Neuromorphic Analog Machine Vision Enabled by Nanoelectronic Memristive Devices
by: Sergey Shchanikov, et al.
Published: (2023-12-01)

Tunable synaptic working memory with volatile memristive devices
by: Saverio Ricci, et al.
Published: (2023-01-01)

Performance and variability analysis of ALD-grown wafer scale HfO2/Ta2O5-based memristive devices for neuromorphic computing
by: Sanjay Kumar, et al.
Published: (2025-06-01)

Adaptive SRM neuron based on NbOx memristive device for neuromorphic computing
by: Jing-Nan Huang, et al.
Published: (2022-06-01)

Correction: Performance and variability analysis of ALD-grown wafer scale HfO2/Ta2O5-based memristive devices for neuromorphic computing
by: Sanjay Kumar, et al.
Published: (2025-06-01)

A Star Network of Bipolar Memristive Devices Enables Sensing and Temporal Computing
by: Juan Riquelme, et al.
Published: (2024-01-01)

Pattern recognition with TiO<sub>x</sub>-based memristive devices
by: Finn Zahari, et al.
Published: (2015-07-01)

Amorphous Gallium‐Oxide‐Based Non‐Filamentary Memristive Device with Highly Repeatable Multiple Resistance States
by: Onur Toprak, et al.
Published: (2025-06-01)

HfOx/AlOy Superlattice‐Like Memristive Synapse
by: Chengxu Wang, et al.
Published: (2022-07-01)

Frugal discrete memristive device based on potassium permanganate solution
by: Chetan C Revadekar, et al.
Published: (2021-01-01)

Impedance Spectroscopy on Hafnium Oxide‐Based Memristive Devices
by: Richard Marquardt, et al.
Published: (2023-06-01)

Editorial: Reviews and perspectives in neuromorphic engineering: novel neuromorphic computing approaches
by: Pier Luigi Gentili, et al.
Published: (2024-10-01)

Trap‐Assisted Memristive Switching in HfO2‐Based Devices Studied by In Situ Soft and Hard X‐Ray Photoelectron Spectroscopy
by: Finn Zahari, et al.
Published: (2023-06-01)

A Bio‐Inspired Neuromorphic Sensory System
by: Tong Wang, et al.
Published: (2022-07-01)

The Role of Vacancy Dynamics in Two‐Dimensional Memristive Devices
by: Benjamin Spetzler, et al.
Published: (2024-01-01)

Sequence learning in a spiking neuronal network with memristive synapses
by: Younes Bouhadjar, et al.
Published: (2023-01-01)

Flexible and Stretchable Memristive Arrays for in-Memory Computing
by: Xusheng Liu, et al.
Published: (2022-01-01)

Memristive crossbar-based circuit design of back-propagation neural network with synchronous memristance adjustment
by: Le Yang, et al.
Published: (2024-04-01)

Tunable Active Wien Filters Based on Memristors
by: Elena Solovyeva, et al.
Published: (2025-06-01)

Bipolar Resistive Switching Behavior of PVP-GQD/HfOx/ITO/Graphene Hybrid Flexible Resistive Random Access Memory
by: Jin Mo Kim, et al.
Published: (2021-11-01)

Stochastic Memristive Interface for Neural Signal Processing
by: Svetlana A. Gerasimova, et al.
Published: (2021-08-01)

Unraveling the Roles of Switching and Relaxation Times in Volatile Electrochemical Memristors to Mimic Neuromorphic Dynamical Features
by: Mrinmoy Dutta, et al.
Published: (2024-12-01)

STDP and STDP Variations with Memristors for Spiking Neuromorphic Learning Systems
by: Teresa eSerrano-Gotarredona, et al.
Published: (2013-02-01)

Memristive Behavior of NAOH-Immersed Titania Nanostructures
by: N. S. Kamarozaman, et al.
Published: (2013-12-01)

Au Nanoparticles as Template for Defect Formation in Memristive SrTiO<sub>3</sub> Thin Films
by: Nicolas Raab, et al.
Published: (2018-10-01)

Nano device fabrication for in-memory and in-sensor reservoir computing
by: Yinan Lin, et al.
Published: (2024-01-01)

Fabrication and Characterization of Fe-Doped SnSe Flakes Using Chemical Vapor Deposition
by: Florinel Sava, et al.
Published: (2024-09-01)

Structural and Parametric Identification of Knowm Memristors
by: Valerii Ostrovskii, et al.
Published: (2021-12-01)

Contrasting Advantages of Learning With Random Weights and Backpropagation in Non-Volatile Memory Neural Networks
by: Christopher H. Bennett, et al.
Published: (2019-01-01)

GERARD: GEneral RApid Resolution of Digital Mazes Using a Memristor Emulator
by: Pablo Dopazo, et al.
Published: (2021-12-01)

Dynamic Analysis and FPGA Implementation of Fractional-Order Hopfield Networks with Memristive Synapse
by: Andrés Anzo-Hernández, et al.
Published: (2024-10-01)

System model of neuromorphic sequence learning on a memristive crossbar array
by: Sebastian Siegel, et al.
Published: (2023-01-01)