Popular Song Composition Based on Deep Learning and Neural Network by Jun Kuang, Tingfeng Yang

“…This article combines deep learning to extract note features from the demonstration audio and builds a neural network model to complete the composition of popular music. …”
Get full text

Fuzzy Investment Estimation of Hydroelectricity Projects with BP Neural Network by LIU Zhi-hong, TAN Ying

Get full text

Geometric Regularized Hopfield Neural Network for Medical Image Enhancement by Fayadh Alenezi, K. C. Santosh

“…One of the major shortcomings of Hopfield neural network (HNN) is that the network may not always converge to a fixed point. …”
Get full text

Pipelined Training with Stale Weights in Deep Convolutional Neural Networks by Lifu Zhang, Tarek S. Abdelrahman

“…The growth in size and complexity of convolutional neural networks (CNNs) is forcing the partitioning of a network across multiple accelerators during training and pipelining of backpropagation computations over these accelerators. …”
Get full text

Heterogeneous graph convolutional neural network for protein-ligand scoring by Kevin Crampon, Alexis Giorkallos, Xavier Vigouroux, Stephanie Baud, Luiz Angelo Steffenel

Subjects: Get full text

Mining behavior pattern of mobile malware with convolutional neural network by Xin ZHANG, Weizhong QIANG, Yueming WU, Deqing ZOU, Hai JIN

Subjects: Get full text

Prediction of Concrete Compressive Strength by Evolutionary Artificial Neural Networks by Mehdi Nikoo, Farshid Torabian Moghadam, Łukasz Sadowski

“…Compressive strength of concrete has been predicted using evolutionary artificial neural networks (EANNs) as a combination of artificial neural network (ANN) and evolutionary search procedures, such as genetic algorithms (GA). …”
Get full text

Robust neural network filtering in the tasks of building intelligent interfaces by A. V. Vasiliev, A. O. Melnikov, S. A. Lesko

Subjects: Get full text

An Adaboost-Backpropagation Neural Network for Automated Image Sentiment Classification by Jianfang Cao, Junjie Chen, Haifang Li

“…We proposed an emotional semantic classification method for images based on the Adaboost-backpropagation (BP) neural network, using natural scenery images as examples. …”
Get full text

Autoencoder Reconstruction of Cosmological Microlensing Magnification Maps by Somayeh Khakpash, Federica B. Bianco, Georgios Vernardos, Gregory Dobler, Charles Keeton

Subjects: Get full text

SViG: A Similarity-Thresholded Approach for Vision Graph Neural Networks by Ismael Elsharkawi, Hossam Sharara, Ahmed Rafea

Subjects: “…Graph Neural Networks…”
Get full text

On the Expected Discounted Penalty Function Using Physics-Informed Neural Network by Jiayu Wang, Houchun Wang

“…In order to solve the integrodifferential equation, we use a physics-informed neural network (PINN) for the first time in risk theory and obtain the numerical solutions of the expected discounted penalty function in some special cases of the penalty at ruin.…”
Get full text

Optimizing Pretrained Convolutional Neural Networks for Tomato Leaf Disease Detection by Iftikhar Ahmad, Muhammad Hamid, Suhail Yousaf, Syed Tanveer Shah, Muhammad Ovais Ahmad

“…In this context, our research work focuses on classification and identification of tomato leaf diseases using convolutional neural network (CNN) techniques. We consider four CNN architectures, namely, VGG-16, VGG-19, ResNet, and Inception V3, and use feature extraction and parameter-tuning to identify and classify tomato leaf diseases. …”
Get full text

Rare plants detection using a YOLOv3 neural network by L.A. Gorodetskaya, A.Y. Denisova, L.M. Kavelenova, V.A. Fedoseev

Subjects: Get full text

Wi-Fi security evaluation model based on BP neural network by Hai-yan KANG, Han YAN, Hao-ran HUANG, Xuan1 SUN

“…A Wi-Fi security evaluation model was proposed based on BP neural network.Firstly a large number of Wi-Fi hotspots was analyzed,safety information sources about wireless hotspots were selected.Secondly,a model of BP neural network was constructed,the weights were adjusted,and the evaluation system for Wi-Fi safety was formed,which was higher credibility.Finally,on the Android flatform the application based on above theory was designed.A lot of experi-ments show the model is able to scan and evaluate the wireless hotspot around user.It can also provide the disconnect function on unsafe wireless hotspot.…”
Get full text

Identification of DNS covert channel based on improved convolutional neural network by Meng ZHANG, Haoliang SUN, Peng YANG

Subjects: Get full text

Retracted: Application of Neural Networks in Financial Time Series Forecasting Models by Journal of Function Spaces

Get full text

Pattern memory cannot be completely and truly realized in deep neural networks by Tingting Li, Ruimin Lyu, Zhenping Xie

“…Abstract The unknown boundary issue, between superior computational capability of deep neural networks (DNNs) and human cognitive ability, has becoming crucial and foundational theoretical problem in AI evolution. …”
Get full text

A geometric approach for accelerating neural networks designed for classification problems by Mohsen Saffar, Ahmad Kalhor, Ali Habibnia

Subjects: Get full text

An Exponential Varying-Parameter Neural Network for Repetitive Tracking of Mobile Manipulators by Ying Kong, Qingqing Tang, Jingsheng Lei, Ruiyang Zhang

“…A novel exponential varying-parameter neural network (EVPNN) is presented and investigated to solve the inverse redundancy scheme of the mobile manipulators via quadratic programming (QP). …”
Get full text