AIMC Topic: Online Systems

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Identifying and predicting EEG microstates with sequence-to-sequence deep learning models for online applications.

Journal of neural engineering Jun 17, 2025
Electroencephalographic (EEG) microstates, as a non-invasive and high-temporal-resolution tool for analyzing time-space features of brain activity, have been validated and applied in various research domains. However, current methods for EEG microsta...
Humans Deep Learning Electroencephalography Online Systems Neural Networks, Computer Brain
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Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 6, 2025
Myoelectric control interfaces, which map electromyographic (EMG) signals into control commands for external devices, have applications in active prosthesis control. However, the statistical characteristics of EMG signals change over time (e.g., beca...
Female Reproducibility of Results Humans Algorithms User-Computer Interface Muscle, Skeletal Adult Male Artificial Limbs Online Systems Unsupervised Machine Learning Electromyography
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Online ensemble model compression for nonstationary data stream learning.

Neural networks : the official journal of the International Neural Network Society Jan 22, 2025
Learning from data streams that emerge from nonstationary environments has many real-world applications and poses various challenges. A key characteristic of such a task is the varying nature of the underlying data distributions over time (concept dr...
Online Systems Learning Data Compression Humans Neural Networks, Computer Machine Learning Algorithms
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Online monitoring of Haematococcus lacustris cell cycle using machine and deep learning techniques.

Bioresource technology Dec 14, 2024
Optimal control and process optimization of astaxanthin production from Haematococcuslacustris is directly linked to its complex cell cycle ranging from vegetative green cells to astaxanthin-rich cysts. This study developed an automated online monito...
Cell Cycle Photobioreactors Online Systems Chlorophyceae Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Machine Learning
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Online Privacy-Preserving EEG Classification by Source-Free Transfer Learning.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Aug 26, 2024
Electroencephalogram (EEG) signals play an important role in brain-computer interface (BCI) applications. Recent studies have utilized transfer learning to assist the learning task in the new subject, i.e., target domain, by leveraging beneficial inf...
Humans Electroencephalography Privacy Adult Online Systems Male Transfer, Psychology Machine Learning Brain-Computer Interfaces Algorithms
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Memristor-based spiking neural network with online reinforcement learning.

Neural networks : the official journal of the International Neural Network Society Jul 31, 2023
Neural networks implemented in memristor-based hardware can provide fast and efficient in-memory computation, but traditional learning methods such as error back-propagation are hardly feasible in it. Spiking neural networks (SNNs) are highly promisi...
Algorithms Electronics Online Systems Neural Networks, Computer Machine Learning
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Online Detection System for Wheat Machine Harvesting Impurity Rate Based on DeepLabV3.

Sensors (Basel, Switzerland) Oct 8, 2022
Wheat, one of the most important food crops in the world, is usually harvested mechanically by combine harvesters. The impurity rate is one of the most important indicators of the quality of wheat obtained by mechanized harvesting. To realize the onl...
Neural Networks, Computer Triticum Online Systems
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Application of Dynamic Process Neural Network Model Identification in Ethnic Dance Online Teaching System.

Computational intelligence and neuroscience Jul 13, 2022
With the development of the times, education presents a new trend, but the teaching characteristics of dance classroom teaching cannot adapt to the current development trend. In this article, the author analyzes modern information technology, hoping ...
Online Systems Education, Distance Neural Networks, Computer Teaching Artificial Intelligence Universities
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Application of the Deep Learning Algorithm and Similarity Calculation Model in Optimization of Personalized Online Teaching System of English Course.

Computational intelligence and neuroscience Dec 16, 2021
This study provides an in-depth study and analysis of English course recommendation techniques through a combination of bee colony algorithm and neural network algorithm. In this study, the acquired text is trained with a document vector by a deep le...
Online Systems Neural Networks, Computer Deep Learning Algorithms Cluster Analysis
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Optimization of Machine Online Translation System Based on Deep Convolution Neural Network Algorithm.

Computational intelligence and neuroscience Sep 29, 2021
In order to effectively optimize the machine online translation system and improve its translation efficiency and translation quality, this study uses the deep separable convolution neural network algorithm to construct a machine online translation m...
Translations Neural Networks, Computer Algorithms Online Systems
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