D2D computation task offloading for efficient federated learning by Xiaoran CAI, Xiaopeng MO, Jie XU

“…Federated learning is a kind of distributed machine learning technique.The factor of communication and computation resource constraints at the edge node is becoming the performance bottleneck.In particular,when different edge node has distinct computation and communication capabilities,the model training performance may degrade severely,thus necessitating the joint communication and computation optimization.To tackle this challenge,a computational task offloading scheme enabled by device-to-device (D2D) communications was proposed,in which different edge node exchanged data samples via D2D communication links to balance the processing capability and task load,in order to minimize the total time delay for machine learning model training.Simulation results show that compared to the benchmark scheme without such D2D task offloading the training speed and efficiency of federated learning has be improved significantly.…”
Get full text

Features of the Computational Implementation of the Algorithm for Estimating the Lyapunov Exponents of Systems with Delay by Vladimir E. Goryunov

“…We consider the computational implementation of the algorithm for Lyapunov exponents spectrum numerical estimation for delay differential equations. …”
Get full text

Recent applications of EEG-based brain-computer-interface in the medical field by Xiu-Yun Liu, Wen-Long Wang, Miao Liu, Ming-Yi Chen, Tânia Pereira, Desta Yakob Doda, Yu-Feng Ke, Shou-Yan Wang, Dong Wen, Xiao-Guang Tong, Wei-Guang Li, Yi Yang, Xiao-Di Han, Yu-Lin Sun, Xin Song, Cong-Ying Hao, Zi-Hua Zhang, Xin-Yang Liu, Chun-Yang Li, Rui Peng, Xiao-Xin Song, Abi Yasi, Mei-Jun Pang, Kuo Zhang, Run-Nan He, Le Wu, Shu-Geng Chen, Wen-Jin Chen, Yan-Gong Chao, Cheng-Gong Hu, Heng Zhang, Min Zhou, Kun Wang, Peng-Fei Liu, Chen Chen, Xin-Yi Geng, Yun Qin, Dong-Rui Gao, En-Ming Song, Long-Long Cheng, Xun Chen, Dong Ming

“…Abstract Brain-computer interfaces (BCIs) represent an emerging technology that facilitates direct communication between the brain and external devices. …”
Get full text

Trends in Computer-Aided Manufacturing in Prosthodontics: A Review of the Available Streams by Jaafar Abduo, Karl Lyons, Mohammed Bennamoun

“…The differences reside in the processing protocols, materials used, and their respective accuracy. …”
Get full text

Input/Output Library for Higher-Order Computational Fluid Dynamics Data by Rayan Dhib, Vatsalya Sharma, Andrea Lani, Stefaan Poedts

“…This paper introduces the Computational Fluid Dynamics High-Order Writer Library (CFD-HOWL), which performs I/O operations on solution data from high-order CFD simulations. …”
Get full text

Multi-Class Classification of Pulmonary Diseases Using Computer Tomography Images by F. Smilianets, О. Finogenov

“… The object of the study the architecture of a neural network designed for processing CT (computed tomography) scan images. The objective of this study is to examine the behavior of an existing neural network, originally constructed for binary classification, within the context of multi-class classification. …”
Get full text

DEVELOPING A DIGITALTWIN MODEL FOR CORN, WHEAT AND RAPESEED YIELDS COMPUTATION by Catalin CHITU, Ilinca IMBREA, Stefan BATRINA, Florin IMBREA

Get full text

Computational modelling of valvular heart disease: haemodynamic insights and clinical implications by Michael Šeman, Michael Šeman, Michael Šeman, Andrew F. Stephens, Andrew F. Stephens, David M. Kaye, David M. Kaye, David M. Kaye, David M. Kaye, Shaun D. Gregory, Shaun D. Gregory, Dion Stub, Dion Stub, Dion Stub, Dion Stub

“…Computational modelling provides new opportunities to gain insights into pathophysiological processes that may otherwise be difficult, or even impossible, to attain in human or animal studies. …”
Get full text

Key Technologies of Vehicle Active Safety System Based on Computer Vision by Mingzhu Qian, Xiaobao Wang

“…In terms of driving accident warning and vehicle status warning, the vehicle active safety system has the potential to enhance the driver’s ability to detect abnormal situations, prolong the processing time, and reduce the risk of safety accidents. …”
Get full text

A computational model for bacteriophage ϕX174 gene expression. by Alexis M Hill, Tanvi A Ingle, Claus O Wilke

“…Bacteriophage ϕX174 has been widely used as a model organism to study fundamental processes in molecular biology. However, several aspects of ϕX174 gene regulation are not fully resolved. …”
Get full text

A Computational–Cognitive Model of Audio-Visual Attention in Dynamic Environments by Hamideh Yazdani, Alireza Bosaghzadeh, Reza Ebrahimpour, Fadi Dornaika

“…Our approach processes video frames to generate spatial, temporal, and face saliency maps, while an audio branch localizes sound-producing objects. …”
Get full text

Computational Analysis of Self-Healing in Nanomaterials Using Neural Spike Algorithms by Jongho Seol, Jongyeop Kim, Abhilash Kancharla

“…This computational study investigates dynamic self-healing processes in nanomaterials driven by neuronal spike activity. …”
Get full text

Energy- and Resource-Aware Computation Offloading for Complex Tasks in Edge Environment by Kai Peng, Bohai Zhao, Shengjun Xue, Qingjia Huang

“…Mobile users typically have a series of complex tasks consisting of time-constrained workflows and concurrent workflows that need to be processed. However, these tasks cannot be performed directly locally due to resource limitations of the mobile terminal, especially for battery life. …”
Get full text

The Role of Artificial Intelligence in Personalized Medicine: A Computer Science Perspective by Raul Mihai RADULESCU

“… This abstract investigates the role of AI in personalized medicine using a computer science lens that connects the underlying theories with their actual applications. …”
Get full text

Overview of Computational Toxicology Methods Applied in Drug and Green Chemical Discovery by Jose I. Bueso-Bordils, Gerardo M. Antón-Fos, Rafael Martín-Algarra, Pedro A. Alemán-López

“…In the field of computational chemistry, computer models are quickly and cheaply constructed to predict toxicology hazards and results, with no need for test material or animals as these computational predictions are often based on physicochemical properties of chemical structures. …”
Get full text

The Histone Deacetylase Family: Structural Features and Application of Combined Computational Methods by Antonio Curcio, Roberta Rocca, Stefano Alcaro, Anna Artese

“…They also influence the deacetylation of non-histone proteins, contributing to the regulation of various biological processes. Thus, HDACs play pivotal roles in various diseases, including cancer, neurodegenerative disorders, and inflammatory conditions, highlighting their potential as therapeutic targets. …”
Get full text

Intentional radiological exposure scenario evaluation by comparisons based on computer simulation by Carlos Eduardo S. Bonfim, Rodrigo D. Curzio, Gustavo G. Souza, Tercio Brum, José Carlos C. Amorim, Ubiratan C. Oliveira, Claudio Antônio Federico, Raquel Aparecida A. Costa e Oliveira, Jakler Nichele, Edson Andrade

“…This methodology seeks to extend beyond the theory underlying the modeling processes, favoring decision-making, especially in the early stages of such confrontation. …”
Get full text

Analysis of performance indicators of computer systems software on objects of special importance by V. V. Konobeevskikh, A. O. Efimov

“…To achieve this goal, such methods as system analysis, computational and expert statistical are used.Result. …”
Get full text

Computational discovery of novel aryl hydrocarbon receptor modulators for psoriasis therapy by Gianluca Santini, Laura Bonati, Stefano Motta

“…Abstract The aryl hydrocarbon receptor (AhR) is a ligand-dependent transcription factor involved in the regulation of many pathophysiological processes. Among these, immune system modulation, as well as regulation of skin homeostasis and inflammation, make it a promising target for psoriasis therapy. …”
Get full text

Estimation of percentage of impurities in coffee using a computer vision system by Anderson G. Costa, Eudócio R. O. da Silva, Murilo M. de Barros, Jonatthan A. Fagundes

Get full text