Results 1 to 10 of about 6,415,449 (238)

A Security-Enhanced Image Communication Scheme Using Cellular Neural Network [PDF]

open access: yesEntropy, 2021
In the current network and big data environment, the secure transmission of digital images is facing huge challenges. The use of some methodologies in artificial intelligence to enhance its security is extremely cutting-edge and also a development trend.
Heping Wen   +15 more
doaj   +4 more sources

Robustness Analysis of Fuzzy Cellular Neural Network With Deviating Argument and Stochastic Disturbances

open access: yesIEEE Access, 2023
Robustness analysis of fuzzy cellular neural networks with deviating arguments and stochastic disturbances is the main topic of discussion in this paper. The issue at hand is what the upper bounds of the disturbances and deviating intervals for the fuzzy
Fang Wenxiang, Xie Tao, Li Biwen
doaj   +3 more sources

Robust hybrid synchronization control of chaotic 3-cell CNN with uncertain parameters using smooth super twisting algorithm [PDF]

open access: yesBulletin of the Polish Academy of Sciences: Technical Sciences, 2023
This paper presents the control design framework for the hybrid synchronization (HS) and parameter identification of the 3-Cell Cellular Neural Network.
Nazam Siddique   +4 more
doaj   +1 more source

Computational and topological properties of neural networks by means of graph-theoretic parameters

open access: yesAlexandria Engineering Journal, 2023
A neural network is a computer system modeled on the nerve tissue and nervous system. In this sense, neural networks refer to systems of neurons, either organic or artificial in nature.
Asad Khan   +5 more
doaj   +1 more source

Convolutional Neural Network-Based Artificial Intelligence for Classification of Protein Localization Patterns

open access: yesBiomolecules, 2021
Identifying localization of proteins and their specific subpopulations associated with certain cellular compartments is crucial for understanding protein function and interactions with other macromolecules. Fluorescence microscopy is a powerful method to
Kaisa Liimatainen   +3 more
doaj   +1 more source

Stability Analysis of Pseudo-Almost Periodic Solution for a Class of Cellular Neural Network with D Operator and Time-Varying Delays

open access: yesMathematics, 2021
Cellular neural networks with D operator and time-varying delays are found to be effective in demonstrating complex dynamic behaviors. The stability analysis of the pseudo-almost periodic solution for a novel neural network of this kind is considered in ...
Weide Liu, Jianliang Huang, Qinghe Yao
doaj   +1 more source

Complex Dynamical Characteristics of the Fractional-Order Cellular Neural Network and Its DSP Implementation

open access: yesFractal and Fractional, 2023
A new fractional-order cellular neural network (CNN) system is solved using the Adomian decomposition method (ADM) with the hyperbolic tangent activation function in this paper. The equilibrium point is analyzed in this CNN system.
Hongli Cao, Ran Chu, Yuanhui Cui
doaj   +1 more source

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

open access: yesNantong 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

open access: yesIEEE 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   +4 more
doaj   +1 more source

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

open access: yesSensors, 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   +2 more
doaj   +1 more source

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