Cargando…

Stability Analysis for Memristor-Based Complex-Valued Neural Networks with Time Delays

In this paper, the problem of stability analysis for memristor-based complex-valued neural networks (MCVNNs) with time-varying delays is investigated extensively. This paper focuses on the exponential stability of the MCVNNs with time-varying delays. By means of the Brouwer’s fixed-point theorem and...

Descripción completa

Detalles Bibliográficos
Autores principales:	Hou, Ping, Hu, Jun, Gao, Jie, Zhu, Peican
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2019
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514603/ https://www.ncbi.nlm.nih.gov/pubmed/33266836 http://dx.doi.org/10.3390/e21020120

Ejemplares similares

Fixed/Predefined-time synchronization of memristor-based complex-valued BAM neural networks for image protection
por: Liu, Aidi, et al.
Publicado: (2022)

Finite time synchronization of memristor-based Cohen-Grossberg neural networks with mixed delays
por: Chen, Chuan, et al.
Publicado: (2017)

Memristor networks for real-time neural activity analysis
por: Zhu, Xiaojian, et al.
Publicado: (2020)

Stability and Synchronization for Discrete-Time Complex-Valued Neural Networks with Time-Varying Delays
por: Zhang, Hao, et al.
Publicado: (2014)

Robust stability analysis of impulsive complex-valued neural networks with time delays and parameter uncertainties
por: Tan, Yuanshun, et al.
Publicado: (2017)

Almost Periodic Dynamics for Memristor-Based Shunting Inhibitory Cellular Neural Networks with Leakage Delays
por: Lu, Lin, et al.
Publicado: (2016)

Equilibrium Propagation for Memristor-Based Recurrent Neural Networks
por: Zoppo, Gianluca, et al.
Publicado: (2020)

Spontaneous sparse learning for PCM-based memristor neural networks
por: Lim, Dong-Hyeok, et al.
Publicado: (2021)

Memristor Based Binary Convolutional Neural Network Architecture With Configurable Neurons
por: Huang, Lixing, et al.
Publicado: (2021)

Organic Memristor‐Based Flexible Neural Networks with Bio‐Realistic Synaptic Plasticity for Complex Combinatorial Optimization
por: Kim, Hyeongwook, et al.
Publicado: (2023)

Handbook of memristor networks
por: Chua, Leon, et al.
Publicado: (2019)

Memristor Neural Network Training with Clock Synchronous Neuromorphic System
por: Jo, Sumin, et al.
Publicado: (2019)

Neuromorphic Spiking Neural Networks and Their Memristor-CMOS Hardware Implementations
por: Camuñas-Mesa, Luis A., et al.
Publicado: (2019)

Efficient and self-adaptive in-situ learning in multilayer memristor neural networks
por: Li, Can, et al.
Publicado: (2018)

Perovskite-Based Memristor with 50-Fold Switchable Photosensitivity for In-Sensor Computing Neural Network
por: Chen, Qilai, et al.
Publicado: (2022)

A Quantized Convolutional Neural Network Implemented With Memristor for Image Denoising and Recognition
por: Zhang, Yuejun, et al.
Publicado: (2021)

Memristor-CMOS Hybrid Neuron Circuit with Nonideal-Effect Correction Related to Parasitic Resistance for Binary-Memristor-Crossbar Neural Networks
por: Nguyen, Tien Van, et al.
Publicado: (2021)

Synchronization in Fractional-Order Complex-Valued Delayed Neural Networks
por: Zhang, Weiwei, et al.
Publicado: (2018)

Dual functional states of working memory realized by memristor-based neural network
por: Wang, Hongzhe, et al.
Publicado: (2023)

Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks
por: Bonnet, Djohan, et al.
Publicado: (2023)

Multichannel parallel processing of neural signals in memristor arrays
por: Liu, Zhengwu, et al.
Publicado: (2020)

Spiking Neural Network (SNN) With Memristor Synapses Having Non-linear Weight Update
por: Kim, Taeyoon, et al.
Publicado: (2021)

Coexisting Behaviors of Asymmetric Attractors in Hyperbolic-Type Memristor based Hopfield Neural Network
por: Bao, Bocheng, et al.
Publicado: (2017)

HSCVFNT: Inference of Time-Delayed Gene Regulatory Network Based on Complex-Valued Flexible Neural Tree Model
por: Yang, Bin, et al.
Publicado: (2018)

Generative complex networks within a dynamic memristor with intrinsic variability
por: Guo, Yunpeng, et al.
Publicado: (2023)

Long-Term Accuracy Enhancement of Binary Neural Networks Based on Optimized Three-Dimensional Memristor Array
por: Yu, Jie, et al.
Publicado: (2022)

Data Clustering using Memristor Networks
por: Choi, Shinhyun, et al.
Publicado: (2015)

Committee machines—a universal method to deal with non-idealities in memristor-based neural networks
por: Joksas, D., et al.
Publicado: (2020)

Discrete-Time Memristor Model for Enhancing Chaotic Complexity and Application in Secure Communication
por: Yan, Wenhao, et al.
Publicado: (2022)

BPSK Circuit Based on SDC Memristor
por: Gao, Ran, et al.
Publicado: (2022)

Compensating Circuit to Reduce the Impact of Wire Resistance in a Memristor Crossbar-Based Perceptron Neural Network
por: Ngoc Truong, Son
Publicado: (2019)

Gene perturbation and intervention in context-sensitive stochastic Boolean networks
por: Zhu, Peican, et al.
Publicado: (2014)

Robust Memristor Networks for Neuromorphic Computation Applications
por: Hajtó, Dániel, et al.
Publicado: (2019)

Quantum memristors
por: Pfeiffer, P., et al.
Publicado: (2016)

Adaptive Synchronization of Fractional-Order Complex-Valued Neural Networks with Discrete and Distributed Delays
por: Li, Li, et al.
Publicado: (2018)

Improved Stability Criteria of Static Recurrent Neural Networks with a Time-Varying Delay
por: Ding, Lei, et al.
Publicado: (2014)

Synapse-Neuron-Aware Training Scheme of Defect-Tolerant Neural Networks with Defective Memristor Crossbars
por: An, Jiyong, et al.
Publicado: (2022)

Area-Efficient Mapping of Convolutional Neural Networks to Memristor Crossbars Using Sub-Image Partitioning
por: Oh, Seokjin, et al.
Publicado: (2023)

Bioinspired bio-voltage memristors
por: Fu, Tianda, et al.
Publicado: (2020)

A bioinspired configurable cochlea based on memristors
por: Cheng, Lingli, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_c2pb5hs14novtt0cuopuahs3gs