AIMC Topic: Generalization, Psychological

Clear Filters Showing 41 to 50 of 78 articles

Fault diagnosis method of bearing utilizing GLCM and MBASA-based KELM.

Scientific reports Oct 17, 2022
In this study, fault diagnosis method of bearing utilizing gray level co-occurrence matrix (GLCM) and multi-beetles antennae search algorithm (MBASA)-based kernel extreme learning machine (KELM) is presented. In the proposed method, feature extractio...
Machine Learning Algorithms Animals Coleoptera Generalization, Psychological
View on PubMed DOI

Rutting prediction and analysis of influence factors based on multivariate transfer entropy and graph neural networks.

Neural networks : the official journal of the International Neural Network Society Sep 6, 2022
The Rutting prediction model is an essential element of efficient pavement management systems. Accuracy of commonly used predictive model necessitates knowledge of the input parameters that was incorporated and local calibration of the model coeffici...
Neural Networks, Computer Calibration Knowledge Entropy Generalization, Psychological
View on PubMed DOI

Spiking Neural Network Regularization With Fixed and Adaptive Drop-Keep Probabilities.

IEEE transactions on neural networks and learning systems Aug 3, 2022
Dropout and DropConnect are two techniques to facilitate the regularization of neural network models, having achieved the state-of-the-art results in several benchmarks. In this paper, to improve the generalization capability of spiking neural networ...
Neural Networks, Computer Algorithms Neurons Probability Generalization, Psychological
View on PubMed DOI

Interpolated Adversarial Training: Achieving robust neural networks without sacrificing too much accuracy.

Neural networks : the official journal of the International Neural Network Society Jul 16, 2022
Adversarial robustness has become a central goal in deep learning, both in the theory and the practice. However, successful methods to improve the adversarial robustness (such as adversarial training) greatly hurt generalization performance on the un...
Neural Networks, Computer Pattern Recognition, Automated Generalization, Psychological
View on PubMed DOI

Application of Adaptive Neural Network Algorithm Model in English Text Analysis.

Computational intelligence and neuroscience May 26, 2022
Based on the existing optimization neural network algorithm, this paper introduces a simple and computationally efficient adaptive mechanism (adaptive exponential decay rate). By applying the adaptive mechanism to the Adadelta algorithm, it can be se...
Neural Networks, Computer Algorithms Language Semantics Generalization, Psychological
View on PubMed DOI

Application Research for Fusion Model of Pseudolabel and Cross Network.

Computational intelligence and neuroscience May 19, 2022
Datasets usually suffer from supervised information missing and weak generalization ability in deep convolution neural network. In this paper, pseudolabel (PL) of Weakly Supervised Learning (WSL) was used to address the problem of supervised informat...
Neural Networks, Computer Generalization, Psychological
View on PubMed DOI

Neural Network-Based Beam Pumper Model Optimization.

Computational intelligence and neuroscience May 9, 2022
Beam pumper is the earliest and most popular rod pumper driven by surface dynamic transmission devices. Drawing on modern theories and methods of industrial model design, the model optimization of beam pumper could promote the diversity, serializatio...
Neural Networks, Computer Algorithms Generalization, Psychological
View on PubMed DOI

Improving generalization of deep neural networks by leveraging margin distribution.

Neural networks : the official journal of the International Neural Network Society Mar 17, 2022
Recent research has used margin theory to analyze the generalization performance for deep neural networks (DNNs). The existed results are almost based on the spectrally-normalized minimum margin. However, optimizing the minimum margin ignores a mass ...
Neural Networks, Computer Generalization, Psychological
View on PubMed DOI

A Study on Regional GDP Forecasting Analysis Based on Radial Basis Function Neural Network with Genetic Algorithm (RBFNN-GA) for Shandong Economy.

Computational intelligence and neuroscience Jan 25, 2022
Gross domestic product (GDP) is an important indicator for determining a country's or region's economic status and development level, and it is closely linked to inflation, unemployment, and economic growth rates. These basic indicators can comprehen...
Neural Networks, Computer Algorithms Forecasting Gross Domestic Product Generalization, Psychological
View on PubMed DOI

NoAS-DS: Neural optimal architecture search for detection of diverse DNA signals.

Neural networks : the official journal of the International Neural Network Society Dec 23, 2021
Neural network architectures are high-performing variable models that can solve many learning tasks. Designing architectures manually require substantial time and also prior knowledge and expertise to develop a high-accuracy model. Most of the archit...
Neural Networks, Computer Image Processing, Computer-Assisted DNA Data Collection Generalization, Psychological
View on PubMed DOI
Popular Topics
Recent Journals