Reservoir Computing-Based Design of ZnO Memristor-Type Digital Identification Circuits
Reservoir Computing (RC) is a network architecture inspired by biological neural systems that maps time-dimensional input features to a high-dimensional space for computation. The key to hardware implementation of the RC system is whether sufficient reservoir states can be generated. In this paper,...
Main Authors: | Lixun Wang, Yuejun Zhang, Zhecheng Guo, Zhixin Wu, Xinhui Chen, Shimin Du |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2022-10-01
|
Series: | Micromachines |
Subjects: | |
Online Access: | https://www.mdpi.com/2072-666X/13/10/1700 |
Similar Items
-
Simulating Synaptic Behaviors through Frequency Modulation in a Capacitor–Memristor Circuit
by: Kuibo Yin, et al.
Published: (2023-10-01) -
Probing switching mechanism of memristor for neuromorphic computing
by: Zhe Yang, et al.
Published: (2023-01-01) -
LiNbO3 dynamic memristors for reservoir computing
by: Yuanxi Zhao, et al.
Published: (2023-04-01) -
Organic Memristor with Synaptic Plasticity for Neuromorphic Computing Applications
by: Jianmin Zeng, et al.
Published: (2023-02-01) -
Modeling the Dynamics of Spiking Networks with Memristor-Based STDP to Solve Classification Tasks
by: Alexander Sboev, et al.
Published: (2021-12-01)