Results 11 to 20 of about 7,396,511 (284)

Equilibrium Analysis of Cellular Neural Networks [PDF]

IEEE Transactions on Circuits and Systems I: Regular Papers, 2004
Cellular neural networks (CNNs) are dynamical systems, described by a large set of coupled nonlinear differential equations. The equilibrium-point analysis is an important step for understanding the global dynamics and for providing design rules. We yield a set of sufficient conditions (and a simple algorithm for checking them) ensuring the existence ...
GILLI, MARCO, BIEY, MARIO, CHECCO P.
openaire   +4 more sources

Evolutionary Neural Logic Networks in Two Medical Decision Tasks [PDF]

, 2004
Two real-world problems of the medical domain are addressed in this work using a novel approach belonging to the area of neural-symbolic systems. Specifically,we apply evolutionary techniques for the development of neural logic networks of arbitrary ...
Dounias, Georgios, Tsakonas, Athanasios
core   +6 more sources

On coupled oscillators networks for the cellular neural network [PDF]

1993 IEEE International Symposium on Circuits and Systems, 2002
The authors propose two types of coupled oscillator networks and investigate their steady states. One network has a two-dimensional honeycomb structure. The other network has a two-dimensional lattice structure. In the honeycomb circuit, three adjacent oscillators are coupled by one coupling resistor and it is considered that the voltages of three ...
Yoshifumi Nishio, Shinsaku Mori, Akio Ushida   +2 more
openaire   +2 more sources

Global Exponential Synchronization of the Memristor-Based Fuzzy Cellular Neural Networks via the Delayed Impulsive Control

Nantong Daxue xuebao. Ziran kexue ban, 2020
The paper studies the global exponential synchronization problem of the memristor-based fuzzy cellular neural networks. First, by utilizing the Filippov solution and the measurable selection theorems, the memristor-based fuzzy cellular neural network is ...
MU Xiaohui;TANG Rongqiang;YANG Xinsong
doaj   +1 more source

Energy-Efficient Convolutional Neural Network Based on Cellular Neural Network Using Beyond-CMOS Technologies

IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, 2019
In this article, we perform a uniform benchmarking for the convolutional neural network (CoNN) based on the cellular neural network (CeNN) using a variety of beyond-CMOS technologies.
Chenyun Pan, Qiuwen Lou, Michael Niemier, Sharon Hu, Azad Naeemi   +4 more
doaj   +1 more source

Pseudo Almost Periodic Sequence Solutions of Discrete Time Cellular Neural Networks

Nonlinear Analysis, 2009
In this paper we discuss the existence and uniqueness of a k-pseudo almost periodic sequence solutions of a discrete time neural network. We give several sufficient conditions for the exponential and global attractivity of the solution.
S. Abbas
doaj   +1 more source

Cellular Network Fault Diagnosis Method Based on a Graph Convolutional Neural Network

Sensors, 2023
The efficient and accurate diagnosis of faults in cellular networks is crucial for ensuring smooth and uninterrupted communication services. In this paper, we propose an improved 4G/5G network fault diagnosis with a few effective labeled samples.
Ebenezer Ackah Amuah, Mingxiao Wu, Xiaorong Zhu   +2 more
doaj   +1 more source

Evolutionary cellular configurations for designing feed-forward neural networks architectures [PDF]

, 2001
Proceeding of: 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001 Granada, Spain, June 13–15, 2001In the recent years, the interest to develop automatic methods to determine appropriate architectures of feed-forward ...
Gutiérrez Sánchez, Germán, Molina López, José Manuel, Galván, Inés M., Sanchis de Miguel, María Araceli, Isasi, Pedro, Galván León, Inés María, Isasi Viñuela, Pedro, Molina, José M., Sanchis, Araceli, I. M. Galván, A. Sanchís, Gutiérrez, Germán, J. M. Molina, P. Isasi, G. Gutiérrez   +14 more
core   +1 more source

Existence of almost periodic solution for SICNN with a neutral delay

Electronic Journal of Qualitative Theory of Differential Equations, 2011
In this paper, a kind of shunting inhibitory cellular neural network with a neutral delay was considered. By using the Banach fixed point theorem, we established a result about the existence and uniqueness of the almost periodic solution for the shunting
Zheng Fang, Yongqing Yang
doaj   +1 more source

Dual-Mode Memristor Synaptic Circuit Design and Application in Image Processing

Frontiers in Physics, 2021
Memristor is a kind of synaptic element with nanometer size and continuously variable memristance. The bridge synaptic circuit constructed by the memristor has a simple structure and precise control. In practice, because of the non-linear characteristics
Rui Wang, Zhicheng Mu, Hui Sun, Yuyue Wang   +3 more
doaj   +1 more source